diff --git a/README.md b/README.md
index be0830a209bfc8ea9a2e058fb7f249b117caa4ee..21af42fdfe363aa2d4e0c7553b26209a3537577d 100644
--- a/README.md
+++ b/README.md
@@ -1,55 +1,4 @@
-# CMPT 389 Project
-
-
-
-## Getting started
-
-To make it easy for you to get started with GitLab, here's a list of recommended next steps.
-
-Already a pro? Just edit this README.md and make it your own. Want to make it easy? [Use the template at the bottom](#editing-this-readme)!
-
-## Add your files
-
-- [ ] [Create](https://docs.gitlab.com/ee/user/project/repository/web_editor.html#create-a-file) or [upload](https://docs.gitlab.com/ee/user/project/repository/web_editor.html#upload-a-file) files
-- [ ] [Add files using the command line](https://docs.gitlab.com/ee/gitlab-basics/add-file.html#add-a-file-using-the-command-line) or push an existing Git repository with the following command:
-
-```
-cd existing_repo
-git remote add origin https://git.cs.usask.ca/kwf014/cmpt-389-project.git
-git branch -M main
-git push -uf origin main
-```
-
-## Integrate with your tools
-
-- [ ] [Set up project integrations](https://git.cs.usask.ca/kwf014/cmpt-389-project/-/settings/integrations)
-
-## Collaborate with your team
-
-- [ ] [Invite team members and collaborators](https://docs.gitlab.com/ee/user/project/members/)
-- [ ] [Create a new merge request](https://docs.gitlab.com/ee/user/project/merge_requests/creating_merge_requests.html)
-- [ ] [Automatically close issues from merge requests](https://docs.gitlab.com/ee/user/project/issues/managing_issues.html#closing-issues-automatically)
-- [ ] [Enable merge request approvals](https://docs.gitlab.com/ee/user/project/merge_requests/approvals/)
-- [ ] [Automatically merge when pipeline succeeds](https://docs.gitlab.com/ee/user/project/merge_requests/merge_when_pipeline_succeeds.html)
-
-## Test and Deploy
-
-Use the built-in continuous integration in GitLab.
-
-- [ ] [Get started with GitLab CI/CD](https://docs.gitlab.com/ee/ci/quick_start/index.html)
-- [ ] [Analyze your code for known vulnerabilities with Static Application Security Testing(SAST)](https://docs.gitlab.com/ee/user/application_security/sast/)
-- [ ] [Deploy to Kubernetes, Amazon EC2, or Amazon ECS using Auto Deploy](https://docs.gitlab.com/ee/topics/autodevops/requirements.html)
-- [ ] [Use pull-based deployments for improved Kubernetes management](https://docs.gitlab.com/ee/user/clusters/agent/)
-- [ ] [Set up protected environments](https://docs.gitlab.com/ee/ci/environments/protected_environments.html)
-
-***
-
-# Editing this README
-
-When you're ready to make this README your own, just edit this file and use the handy template below (or feel free to structure it however you want - this is just a starting point!). Thank you to [makeareadme.com](https://www.makeareadme.com/) for this template.
-
-## Suggestions for a good README
-Every project is different, so consider which of these sections apply to yours. The sections used in the template are suggestions for most open source projects. Also keep in mind that while a README can be too long and detailed, too long is better than too short. If you think your README is too long, consider utilizing another form of documentation rather than cutting out information.
+# CMPT 389 Project - Image Recolorization for Use in Creative Domains
## Name
Choose a self-explaining name for your project.
@@ -57,36 +6,25 @@ Choose a self-explaining name for your project.
## Description
Let people know what your project can do specifically. Provide context and add a link to any reference visitors might be unfamiliar with. A list of Features or a Background subsection can also be added here. If there are alternatives to your project, this is a good place to list differentiating factors.
-## Badges
-On some READMEs, you may see small images that convey metadata, such as whether or not all the tests are passing for the project. You can use Shields to add some to your README. Many services also have instructions for adding a badge.
-
-## Visuals
-Depending on what you are making, it can be a good idea to include screenshots or even a video (you'll frequently see GIFs rather than actual videos). Tools like ttygif can help, but check out Asciinema for a more sophisticated method.
-
## Installation
-Within a particular ecosystem, there may be a common way of installing things, such as using Yarn, NuGet, or Homebrew. However, consider the possibility that whoever is reading your README is a novice and would like more guidance. Listing specific steps helps remove ambiguity and gets people to using your project as quickly as possible. If it only runs in a specific context like a particular programming language version or operating system or has dependencies that have to be installed manually, also add a Requirements subsection.
-
-## Usage
-Use examples liberally, and show the expected output if you can. It's helpful to have inline the smallest example of usage that you can demonstrate, while providing links to more sophisticated examples if they are too long to reasonably include in the README.
-
-## Support
-Tell people where they can go to for help. It can be any combination of an issue tracker, a chat room, an email address, etc.
-
-## Roadmap
-If you have ideas for releases in the future, it is a good idea to list them in the README.
-
-## Contributing
-State if you are open to contributions and what your requirements are for accepting them.
+Main model: if you wish to run the .py implementation, please run the following in your terminal/anaconda distribution
+```
+pip install opencv-python
+pip install matplotlib
+pip install scikit-image
+pip install torch
+pip install torch-vision
+pip install tqdm
+```
+the jupyter netbook implmentation should do this automatically.
-For people who want to make changes to your project, it's helpful to have some documentation on how to get started. Perhaps there is a script that they should run or some environment variables that they need to set. Make these steps explicit. These instructions could also be useful to your future self.
+The baseline model is completely contained and requires no extra installation.
-You can also document commands to lint the code or run tests. These steps help to ensure high code quality and reduce the likelihood that the changes inadvertently break something. Having instructions for running tests is especially helpful if it requires external setup, such as starting a Selenium server for testing in a browser.
+## Usage
+(figure this out in a bit, baseline model should be super easy)
## Authors and acknowledgment
-Show your appreciation to those who have contributed to the project.
-
-## License
-For open source projects, say how it is licensed.
+This project would not have been possible without the use/accessibility of the following models:
-## Project status
-If you have run out of energy or time for your project, put a note at the top of the README saying that development has slowed down or stopped completely. Someone may choose to fork your project or volunteer to step in as a maintainer or owner, allowing your project to keep going. You can also make an explicit request for maintainers.
+My main model is a modified version of Palettenet: https://github.com/yongzx/PaletteNet-PyTorch
+My baseline is a slightly modified version of palette-based Photo Recoloring: https://github.com/b-z/photo_recoloring
diff --git a/baseline model photo recoloring/css/font/material-design-icons/1.woff2 b/baseline model photo recoloring/css/font/material-design-icons/1.woff2
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diff --git a/baseline model photo recoloring/css/font/material-design-icons/Abel b/baseline model photo recoloring/css/font/material-design-icons/Abel
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diff --git a/baseline model photo recoloring/css/font/material-design-icons/LICENSE.txt b/baseline model photo recoloring/css/font/material-design-icons/LICENSE.txt
new file mode 100644
index 0000000000000000000000000000000000000000..542f6537dfeef9c6996122793f1cf3a2f6a8bca9
--- /dev/null
+++ b/baseline model photo recoloring/css/font/material-design-icons/LICENSE.txt
@@ -0,0 +1,428 @@
+https://github.com/google/material-design-icons/blob/master/LICENSE
+https://github.com/FezVrasta/bootstrap-material-design/blob/master/fonts/LICENSE.txt
+
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diff --git a/baseline model photo recoloring/css/font/material-design-icons/Material-Design-Icons.eot b/baseline model photo recoloring/css/font/material-design-icons/Material-Design-Icons.eot
new file mode 100644
index 0000000000000000000000000000000000000000..d9c296e41f2833d01e2979dfa4250af634020628
Binary files /dev/null and b/baseline model photo recoloring/css/font/material-design-icons/Material-Design-Icons.eot differ
diff --git a/baseline model photo recoloring/css/font/material-design-icons/Material-Design-Icons.svg b/baseline model photo recoloring/css/font/material-design-icons/Material-Design-Icons.svg
new file mode 100644
index 0000000000000000000000000000000000000000..def1e9b5e9bc656771e3a5e7ac0dac33522e7ec9
--- /dev/null
+++ b/baseline model photo recoloring/css/font/material-design-icons/Material-Design-Icons.svg
@@ -0,0 +1,769 @@
+<?xml version="1.0" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd" >
+<svg xmlns="http://www.w3.org/2000/svg">
+<metadata>Generated by IcoMoon</metadata>
+<defs>
+<font id="Material-Design-Icons" horiz-adv-x="1024">
+<font-face units-per-em="1024" ascent="960" descent="-64" />
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a:hover{color:#ffd8a6}.card .card-reveal{padding:20px;position:absolute;background-color:#fff;width:100%;overflow-y:auto;top:100%;height:100%;z-index:1;display:none}.card .card-reveal .card-title{cursor:pointer;display:block}#toast-container{display:block;position:fixed;z-index:10000}@media only screen and (max-width : 600px){#toast-container{min-width:100%;bottom:0%;}}@media only screen and (min-width : 601px) and (max-width : 992px){#toast-container{min-width:30%;left:5%;bottom:7%;}}@media only screen and (min-width : 993px){#toast-container{min-width:8%;top:10%;right:7%;}}.toast{border-radius:2px;top:0;width:auto;clear:both;margin-top:10px;position:relative;max-width:100%;height:48px;line-height:48px;background-color:#323232;padding:0 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10%;-o-transform-origin:50% 10%;transform-origin:50% 10%;will-change:transform, opacity}.btn,.btn-large,.btn-flat{border:none;border-radius:2px;display:inline-block;height:36px;line-height:36px;outline:0;padding:0 2rem;text-transform:uppercase;vertical-align:middle;-webkit-tap-highlight-color:transparent}.btn.disabled,.disabled.btn-large,.btn-floating.disabled,.btn-large.disabled,.btn:disabled,.btn-large:disabled,.btn-large:disabled,.btn-floating:disabled{background-color:#DFDFDF !important;box-shadow:none;color:#9F9F9F !important;cursor:default}.btn.disabled *,.disabled.btn-large *,.btn-floating.disabled *,.btn-large.disabled *,.btn:disabled *,.btn-large:disabled *,.btn-large:disabled *,.btn-floating:disabled *{pointer-events:none}.btn.disabled:hover,.disabled.btn-large:hover,.btn-floating.disabled:hover,.btn-large.disabled:hover,.btn:disabled:hover,.btn-large:disabled:hover,.btn-large:disabled:hover,.btn-floating:disabled:hover{background-color:#DFDFDF;color:#9F9F9F}.btn i,.btn-large i,.btn-floating i,.btn-large i,.btn-flat i{font-size:1.3rem;line-height:inherit}.btn,.btn-large{text-decoration:none;color:#fff;background-color:#26a69a;text-align:center;letter-spacing:.5px;-webkit-transition:.2s ease-out;-moz-transition:.2s ease-out;-o-transition:.2s ease-out;-ms-transition:.2s ease-out;transition:.2s ease-out;cursor:pointer}.btn:hover,.btn-large:hover{background-color:#2bbbad}.btn-floating{display:inline-block;color:#fff;position:relative;overflow:hidden;z-index:1;width:37px;height:37px;line-height:37px;padding:0;background-color:#26a69a;border-radius:50%;transition:.3s;cursor:pointer;vertical-align:middle}.btn-floating i{width:inherit;display:inline-block;text-align:center;color:#fff;font-size:1.6rem;line-height:37px}.btn-floating:before{border-radius:0}.btn-floating.btn-large{width:55.5px;height:55.5px}.btn-floating.btn-large i{line-height:55.5px}button.btn-floating{border:none}.fixed-action-btn{position:fixed;right:23px;bottom:23px;padding-top:15px;margin-bottom:0;z-index:998}.fixed-action-btn ul{left:0;right:0;text-align:center;position:absolute;bottom:64px;margin:0}.fixed-action-btn ul li{margin-bottom:15px}.fixed-action-btn ul a.btn-floating{opacity:0}.btn-flat{box-shadow:none;background-color:transparent;color:#343434;cursor:pointer}.btn-flat.disabled{color:#b3b3b3;cursor:default}.btn-large{height:54px;line-height:56px}.btn-large i{font-size:1.6rem}.btn-block{display:block}.dropdown-content{background-color:#fff;margin:0;display:none;min-width:100px;max-height:650px;overflow-y:auto;opacity:0;position:absolute;z-index:999;will-change:width, height}.dropdown-content li{clear:both;color:rgba(0,0,0,0.87);cursor:pointer;line-height:1.5rem;width:100%;text-align:left;text-transform:none}.dropdown-content li:hover,.dropdown-content li.active{background-color:#eee}.dropdown-content li>a,.dropdown-content li>span{font-size:1.2rem;color:#26a69a;display:block;padding:1rem 1rem}.dropdown-content li>a>i{height:inherit;line-height:inherit}/*!
+ * Waves v0.6.0
+ * http://fian.my.id/Waves
+ *
+ * Copyright 2014 Alfiana E. Sibuea and other contributors
+ * Released under the MIT license
+ * https://github.com/fians/Waves/blob/master/LICENSE
+ */.waves-effect{position:relative;cursor:pointer;display:inline-block;overflow:hidden;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;-webkit-tap-highlight-color:transparent;vertical-align:middle;z-index:1;will-change:opacity, transform;-webkit-transition:all .3s ease-out;-moz-transition:all .3s ease-out;-o-transition:all .3s ease-out;-ms-transition:all .3s ease-out;transition:all .3s ease-out}.waves-effect .waves-ripple{position:absolute;border-radius:50%;width:20px;height:20px;margin-top:-10px;margin-left:-10px;opacity:0;background:rgba(0,0,0,0.2);-webkit-transition:all 0.7s ease-out;-moz-transition:all 0.7s ease-out;-o-transition:all 0.7s ease-out;-ms-transition:all 0.7s ease-out;transition:all 0.7s ease-out;-webkit-transition-property:-webkit-transform, opacity;-moz-transition-property:-moz-transform, opacity;-o-transition-property:-o-transform, opacity;transition-property:transform, opacity;-webkit-transform:scale(0);-moz-transform:scale(0);-ms-transform:scale(0);-o-transform:scale(0);transform:scale(0);pointer-events:none}.waves-effect.waves-light .waves-ripple{background-color:rgba(255,255,255,0.45)}.waves-effect.waves-red .waves-ripple{background-color:rgba(244,67,54,0.7)}.waves-effect.waves-yellow .waves-ripple{background-color:rgba(255,235,59,0.7)}.waves-effect.waves-orange .waves-ripple{background-color:rgba(255,152,0,0.7)}.waves-effect.waves-purple .waves-ripple{background-color:rgba(156,39,176,0.7)}.waves-effect.waves-green .waves-ripple{background-color:rgba(76,175,80,0.7)}.waves-effect.waves-teal .waves-ripple{background-color:rgba(0,150,136,0.7)}.waves-notransition{-webkit-transition:none !important;-moz-transition:none !important;-o-transition:none !important;-ms-transition:none !important;transition:none !important}.waves-circle{-webkit-transform:translateZ(0);-moz-transform:translateZ(0);-ms-transform:translateZ(0);-o-transform:translateZ(0);transform:translateZ(0);-webkit-mask-image:-webkit-radial-gradient(circle, white 100%, black 100%)}.waves-input-wrapper{border-radius:0.2em;vertical-align:bottom}.waves-input-wrapper .waves-button-input{position:relative;top:0;left:0;z-index:1}.waves-circle{text-align:center;width:2.5em;height:2.5em;line-height:2.5em;border-radius:50%;-webkit-mask-image:none}.waves-block{display:block}a.waves-effect .waves-ripple{z-index:-1}.modal{display:none;position:fixed;left:0;right:0;background-color:#fafafa;padding:0;max-height:70%;width:55%;margin:auto;overflow-y:auto;border-radius:2px;will-change:top, opacity}@media only screen and (max-width : 992px){.modal{width:80%;}}.modal h1,.modal h2,.modal h3,.modal h4{margin-top:0}.modal .modal-content{padding:24px}.modal .modal-close{cursor:pointer}.modal .modal-footer{border-radius:0 0 2px 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a{color:#fff}#sidenav-overlay{position:fixed;top:0;left:0;right:0;height:120vh;background-color:rgba(0,0,0,0.5);z-index:997;will-change:opacity}.preloader-wrapper{display:inline-block;position:relative;width:48px;height:48px}.preloader-wrapper.small{width:36px;height:36px}.preloader-wrapper.big{width:64px;height:64px}.preloader-wrapper.active{-webkit-animation:container-rotate 1568ms linear infinite;animation:container-rotate 1568ms linear infinite}@-webkit-keyframes container-rotate{to{-webkit-transform:rotate(360deg)}}@keyframes container-rotate{to{transform:rotate(360deg)}}.spinner-layer{position:absolute;width:100%;height:100%;opacity:0;border-color:#26a69a}.spinner-blue,.spinner-blue-only{border-color:#4285f4}.spinner-red,.spinner-red-only{border-color:#db4437}.spinner-yellow,.spinner-yellow-only{border-color:#f4b400}.spinner-green,.spinner-green-only{border-color:#0f9d58}.active .spinner-layer.spinner-blue{-webkit-animation:fill-unfill-rotate 5332ms cubic-bezier(0.4, 0, 0.2, 1) infinite both,blue-fade-in-out 5332ms cubic-bezier(0.4, 0, 0.2, 1) infinite both;animation:fill-unfill-rotate 5332ms cubic-bezier(0.4, 0, 0.2, 1) infinite both,blue-fade-in-out 5332ms cubic-bezier(0.4, 0, 0.2, 1) infinite both}.active .spinner-layer.spinner-red{-webkit-animation:fill-unfill-rotate 5332ms cubic-bezier(0.4, 0, 0.2, 1) infinite both,red-fade-in-out 5332ms cubic-bezier(0.4, 0, 0.2, 1) infinite both;animation:fill-unfill-rotate 5332ms cubic-bezier(0.4, 0, 0.2, 1) infinite both,red-fade-in-out 5332ms cubic-bezier(0.4, 0, 0.2, 1) infinite both}.active .spinner-layer.spinner-yellow{-webkit-animation:fill-unfill-rotate 5332ms cubic-bezier(0.4, 0, 0.2, 1) infinite both,yellow-fade-in-out 5332ms cubic-bezier(0.4, 0, 0.2, 1) infinite both;animation:fill-unfill-rotate 5332ms cubic-bezier(0.4, 0, 0.2, 1) infinite both,yellow-fade-in-out 5332ms cubic-bezier(0.4, 0, 0.2, 1) infinite both}.active .spinner-layer.spinner-green{-webkit-animation:fill-unfill-rotate 5332ms cubic-bezier(0.4, 0, 0.2, 1) infinite both,green-fade-in-out 5332ms cubic-bezier(0.4, 0, 0.2, 1) infinite both;animation:fill-unfill-rotate 5332ms cubic-bezier(0.4, 0, 0.2, 1) infinite both,green-fade-in-out 5332ms cubic-bezier(0.4, 0, 0.2, 1) infinite both}.active .spinner-layer,.active .spinner-layer.spinner-blue-only,.active .spinner-layer.spinner-red-only,.active .spinner-layer.spinner-yellow-only,.active .spinner-layer.spinner-green-only{opacity:1;-webkit-animation:fill-unfill-rotate 5332ms cubic-bezier(0.4, 0, 0.2, 1) infinite both;animation:fill-unfill-rotate 5332ms cubic-bezier(0.4, 0, 0.2, 1) infinite both}@-webkit-keyframes fill-unfill-rotate{12.5%{-webkit-transform:rotate(135deg)}25%{-webkit-transform:rotate(270deg)}37.5%{-webkit-transform:rotate(405deg)}50%{-webkit-transform:rotate(540deg)}62.5%{-webkit-transform:rotate(675deg)}75%{-webkit-transform:rotate(810deg)}87.5%{-webkit-transform:rotate(945deg)}to{-webkit-transform:rotate(1080deg)}}@keyframes fill-unfill-rotate{12.5%{transform:rotate(135deg)}25%{transform:rotate(270deg)}37.5%{transform:rotate(405deg)}50%{transform:rotate(540deg)}62.5%{transform:rotate(675deg)}75%{transform:rotate(810deg)}87.5%{transform:rotate(945deg)}to{transform:rotate(1080deg)}}@-webkit-keyframes blue-fade-in-out{from{opacity:1}25%{opacity:1}26%{opacity:0}89%{opacity:0}90%{opacity:1}100%{opacity:1}}@keyframes blue-fade-in-out{from{opacity:1}25%{opacity:1}26%{opacity:0}89%{opacity:0}90%{opacity:1}100%{opacity:1}}@-webkit-keyframes red-fade-in-out{from{opacity:0}15%{opacity:0}25%{opacity:1}50%{opacity:1}51%{opacity:0}}@keyframes red-fade-in-out{from{opacity:0}15%{opacity:0}25%{opacity:1}50%{opacity:1}51%{opacity:0}}@-webkit-keyframes yellow-fade-in-out{from{opacity:0}40%{opacity:0}50%{opacity:1}75%{opacity:1}76%{opacity:0}}@keyframes yellow-fade-in-out{from{opacity:0}40%{opacity:0}50%{opacity:1}75%{opacity:1}76%{opacity:0}}@-webkit-keyframes green-fade-in-out{from{opacity:0}65%{opacity:0}75%{opacity:1}90%{opacity:1}100%{opacity:0}}@keyframes green-fade-in-out{from{opacity:0}65%{opacity:0}75%{opacity:1}90%{opacity:1}100%{opacity:0}}.gap-patch{position:absolute;top:0;left:45%;width:10%;height:100%;overflow:hidden;border-color:inherit}.gap-patch .circle{width:1000%;left:-450%}.circle-clipper{display:inline-block;position:relative;width:50%;height:100%;overflow:hidden;border-color:inherit}.circle-clipper .circle{width:200%;height:100%;border-width:3px;border-style:solid;border-color:inherit;border-bottom-color:transparent !important;border-radius:50%;-webkit-animation:none;animation:none;position:absolute;top:0;right:0;bottom:0}.circle-clipper.left .circle{left:0;border-right-color:transparent !important;-webkit-transform:rotate(129deg);transform:rotate(129deg)}.circle-clipper.right .circle{left:-100%;border-left-color:transparent !important;-webkit-transform:rotate(-129deg);transform:rotate(-129deg)}.active .circle-clipper.left .circle{-webkit-animation:left-spin 1333ms cubic-bezier(0.4, 0, 0.2, 1) infinite both;animation:left-spin 1333ms cubic-bezier(0.4, 0, 0.2, 1) infinite both}.active .circle-clipper.right .circle{-webkit-animation:right-spin 1333ms cubic-bezier(0.4, 0, 0.2, 1) infinite both;animation:right-spin 1333ms cubic-bezier(0.4, 0, 0.2, 1) infinite both}@-webkit-keyframes left-spin{from{-webkit-transform:rotate(130deg)}50%{-webkit-transform:rotate(-5deg)}to{-webkit-transform:rotate(130deg)}}@keyframes left-spin{from{transform:rotate(130deg)}50%{transform:rotate(-5deg)}to{transform:rotate(130deg)}}@-webkit-keyframes right-spin{from{-webkit-transform:rotate(-130deg)}50%{-webkit-transform:rotate(5deg)}to{-webkit-transform:rotate(-130deg)}}@keyframes right-spin{from{transform:rotate(-130deg)}50%{transform:rotate(5deg)}to{transform:rotate(-130deg)}}#spinnerContainer.cooldown{-webkit-animation:container-rotate 1568ms linear infinite,fade-out 400ms cubic-bezier(0.4, 0, 0.2, 1);animation:container-rotate 1568ms linear infinite,fade-out 400ms cubic-bezier(0.4, 0, 0.2, 1)}@-webkit-keyframes fade-out{from{opacity:1}to{opacity:0}}@keyframes fade-out{from{opacity:1}to{opacity:0}}.slider{position:relative;height:400px;width:100%}.slider.fullscreen{height:100%;width:100%;position:absolute;top:0;left:0;right:0;bottom:0}.slider.fullscreen ul.slides{height:100%}.slider.fullscreen ul.indicators{z-index:2;bottom:30px}.slider .slides{background-color:#9e9e9e;margin:0;height:400px}.slider .slides li{opacity:0;position:absolute;top:0;left:0;z-index:1;width:100%;height:inherit;overflow:hidden}.slider .slides li img{height:100%;width:100%;background-size:cover;background-position:center}.slider .slides li .caption{color:#fff;position:absolute;top:15%;left:15%;width:70%;opacity:0}.slider .slides li .caption p{color:#e0e0e0}.slider .slides li.active{z-index:2}.slider .indicators{position:absolute;text-align:center;left:0;right:0;bottom:0;margin:0}.slider .indicators .indicator-item{display:inline-block;position:relative;cursor:pointer;height:16px;width:16px;margin:0 12px;background-color:#e0e0e0;-webkit-transition:background-color .3s;-moz-transition:background-color .3s;-o-transition:background-color .3s;-ms-transition:background-color .3s;transition:background-color .3s;border-radius:50%}.slider .indicators .indicator-item.active{background-color:#4CAF50}.picker{font-size:16px;text-align:left;line-height:1.2;color:#000000;position:absolute;z-index:10000;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none}.picker__input{cursor:default}.picker__input.picker__input--active{border-color:#0089ec}.picker__holder{width:100%;overflow-y:auto;-webkit-overflow-scrolling:touch}/*!
+ * Default mobile-first, responsive styling for pickadate.js
+ * Demo: http://amsul.github.io/pickadate.js
+ */.picker__holder,.picker__frame{bottom:0;left:0;right:0;top:100%}.picker__holder{position:fixed;-webkit-transition:background 0.15s ease-out,top 0s 0.15s;-moz-transition:background 0.15s ease-out,top 0s 0.15s;transition:background 0.15s ease-out,top 0s 0.15s;-webkit-backface-visibility:hidden}.picker__frame{position:absolute;margin:0 auto;min-width:256px;width:300px;max-height:350px;-ms-filter:"progid:DXImageTransform.Microsoft.Alpha(Opacity=0)";filter:alpha(opacity=0);-moz-opacity:0;opacity:0;-webkit-transition:all 0.15s ease-out;-moz-transition:all 0.15s ease-out;transition:all 0.15s ease-out}@media (min-height: 28.875em){.picker__frame{overflow:visible;top:auto;bottom:-100%;max-height:80%}}@media (min-height: 40.125em){.picker__frame{margin-bottom:7.5%}}.picker__wrap{display:table;width:100%;height:100%}@media (min-height: 28.875em){.picker__wrap{display:block}}.picker__box{background:#ffffff;display:table-cell;vertical-align:middle}@media (min-height: 28.875em){.picker__box{display:block;border:1px solid #777777;border-top-color:#898989;border-bottom-width:0;-webkit-border-radius:5px 5px 0 0;-moz-border-radius:5px 5px 0 0;border-radius:5px 5px 0 0;-webkit-box-shadow:0 12px 36px 16px rgba(0,0,0,0.24);-moz-box-shadow:0 12px 36px 16px rgba(0,0,0,0.24);box-shadow:0 12px 36px 16px rgba(0,0,0,0.24)}}.picker--opened .picker__holder{top:0;background:transparent;-ms-filter:"progid:DXImageTransform.Microsoft.gradient(startColorstr=#1E000000,endColorstr=#1E000000)";zoom:1;background:rgba(0,0,0,0.32);-webkit-transition:background 0.15s ease-out;-moz-transition:background 0.15s ease-out;transition:background 0.15s ease-out}.picker--opened .picker__frame{top:0;-ms-filter:"progid:DXImageTransform.Microsoft.Alpha(Opacity=100)";filter:alpha(opacity=100);-moz-opacity:1;opacity:1}@media (min-height: 35.875em){.picker--opened .picker__frame{top:10%;bottom:20% auto}}.picker__input.picker__input--active{border-color:#E3F2FD}.picker__frame{margin:0 auto;max-width:325px}@media (min-height: 38.875em){.picker--opened .picker__frame{top:10%;bottom:auto}}.picker__box{padding:0 1em}.picker__header{text-align:center;position:relative;margin-top:.75em}.picker__month,.picker__year{display:inline-block;margin-left:.25em;margin-right:.25em}.picker__select--month,.picker__select--year{height:2em;padding:0;margin-left:.25em;margin-right:.25em}.picker__select--month.browser-default{display:inline;background-color:#FFFFFF;width:40%}.picker__select--year.browser-default{display:inline;background-color:#FFFFFF;width:25%}.picker__select--month:focus,.picker__select--year:focus{border-color:rgba(0,0,0,0.05)}.picker__nav--prev,.picker__nav--next{position:absolute;padding:.5em 1.25em;width:1em;height:1em;box-sizing:content-box;top:-0.25em}.picker__nav--prev{left:-1em;padding-right:1.25em}.picker__nav--next{right:-1em;padding-left:1.25em}.picker__nav--disabled,.picker__nav--disabled:hover,.picker__nav--disabled:before,.picker__nav--disabled:before:hover{cursor:default;background:none;border-right-color:#f5f5f5;border-left-color:#f5f5f5}.picker__table{text-align:center;border-collapse:collapse;border-spacing:0;table-layout:fixed;font-size:1rem;width:100%;margin-top:.75em;margin-bottom:.5em}.picker__table th,.picker__table td{text-align:center}.picker__table td{margin:0;padding:0}.picker__weekday{width:14.285714286%;font-size:.75em;padding-bottom:.25em;color:#999999;font-weight:500}@media (min-height: 33.875em){.picker__weekday{padding-bottom:.5em}}.picker__day--today{position:relative;color:#595959;letter-spacing:-.3;padding:.75rem 0;font-weight:400;border:1px solid transparent}.picker__day--disabled:before{border-top-color:#aaaaaa}.picker__day--infocus:hover{cursor:pointer;color:#000;font-weight:500}.picker__day--outfocus{display:none;padding:.75rem 0;color:#fff}.picker__day--outfocus:hover{cursor:pointer;color:#dddddd;font-weight:500}.picker__day--highlighted:hover,.picker--focused .picker__day--highlighted{cursor:pointer}.picker__day--selected,.picker__day--selected:hover,.picker--focused .picker__day--selected{border-radius:50%;-webkit-transform:scale(.75);-moz-transform:scale(.75);-ms-transform:scale(.75);-o-transform:scale(.75);transform:scale(.75);background:#0089ec;color:#ffffff}.picker__day--disabled,.picker__day--disabled:hover,.picker--focused .picker__day--disabled{background:#f5f5f5;border-color:#f5f5f5;color:#dddddd;cursor:default}.picker__day--highlighted.picker__day--disabled,.picker__day--highlighted.picker__day--disabled:hover{background:#bbbbbb}.picker__footer{text-align:center;display:flex;align-items:center;justify-content:space-between}.picker__button--today,.picker__button--clear,.picker__button--close{border:1px solid #ffffff;background:#ffffff;font-size:.8em;padding:.66em 0;font-weight:bold;width:33%;display:inline-block;vertical-align:bottom}.picker__button--today:hover,.picker__button--clear:hover,.picker__button--close:hover{cursor:pointer;color:#000000;background:#b1dcfb;border-bottom-color:#b1dcfb}.picker__button--today:focus,.picker__button--clear:focus,.picker__button--close:focus{background:#b1dcfb;border-color:rgba(0,0,0,0.05);outline:none}.picker__button--today:before,.picker__button--clear:before,.picker__button--close:before{position:relative;display:inline-block;height:0}.picker__button--today:before,.picker__button--clear:before{content:" ";margin-right:.45em}.picker__button--today:before{top:-0.05em;width:0;border-top:0.66em solid #0059bc;border-left:.66em solid transparent}.picker__button--clear:before{top:-0.25em;width:.66em;border-top:3px solid #ee2200}.picker__button--close:before{content:"\D7";top:-0.1em;vertical-align:top;font-size:1.1em;margin-right:.35em;color:#777777}.picker__button--today[disabled],.picker__button--today[disabled]:hover{background:#f5f5f5;border-color:#f5f5f5;color:#dddddd;cursor:default}.picker__button--today[disabled]:before{border-top-color:#aaaaaa}.picker__box{border-radius:2px;overflow:hidden}.picker__date-display{text-align:center;background-color:#26a69a;color:#fff;padding-bottom:15px;font-weight:300}.picker__nav--prev:hover,.picker__nav--next:hover{cursor:pointer;color:#000000;background:#a1ded8}.picker__weekday-display{background-color:#1f897f;padding:10px;font-weight:200;letter-spacing:.5;font-size:1rem;margin-bottom:15px}.picker__month-display{text-transform:uppercase;font-size:2rem}.picker__day-display{font-size:4.5rem;font-weight:400}.picker__year-display{font-size:1.8rem;color:rgba(255,255,255,0.4)}.picker__box{padding:0}.picker__calendar-container{padding:0 1rem}.picker__calendar-container thead{border:none}.picker__table{margin-top:0;margin-bottom:.5em}.picker__day--infocus{color:#595959;letter-spacing:-.3;padding:.75rem 0;font-weight:400;border:1px solid transparent}.picker__day.picker__day--today{color:#26a69a}.picker__day.picker__day--today.picker__day--selected{color:#fff}.picker__weekday{font-size:.9rem}.picker__day--selected,.picker__day--selected:hover,.picker--focused .picker__day--selected{border-radius:50%;-webkit-transform:scale(.9);-moz-transform:scale(.9);-ms-transform:scale(.9);-o-transform:scale(.9);transform:scale(.9);background-color:#26a69a;color:#ffffff}.picker__day--selected.picker__day--outfocus,.picker__day--selected:hover.picker__day--outfocus,.picker--focused .picker__day--selected.picker__day--outfocus{background-color:#a1ded8}.picker__footer{text-align:right;padding:5px 10px}.picker__close,.picker__today{font-size:1.1rem;padding:0 1rem;color:#26a69a}.picker__nav--prev:before,.picker__nav--next:before{content:" ";border-top:.5em solid transparent;border-bottom:.5em solid transparent;border-right:0.75em solid #676767;width:0;height:0;display:block;margin:0 auto}.picker__nav--next:before{border-right:0;border-left:0.75em solid #676767}button.picker__today:focus,button.picker__clear:focus,button.picker__close:focus{background-color:#a1ded8}.picker__list{list-style:none;padding:0.75em 0 4.2em;margin:0}.picker__list-item{border-bottom:1px solid #dddddd;border-top:1px solid #dddddd;margin-bottom:-1px;position:relative;background:#ffffff;padding:.75em 1.25em}@media (min-height: 46.75em){.picker__list-item{padding:.5em 1em}}.picker__list-item:hover{cursor:pointer;color:#000000;background:#b1dcfb;border-color:#0089ec;z-index:10}.picker__list-item--highlighted{border-color:#0089ec;z-index:10}.picker__list-item--highlighted:hover,.picker--focused .picker__list-item--highlighted{cursor:pointer;color:#000000;background:#b1dcfb}.picker__list-item--selected,.picker__list-item--selected:hover,.picker--focused .picker__list-item--selected{background:#0089ec;color:#ffffff;z-index:10}.picker__list-item--disabled,.picker__list-item--disabled:hover,.picker--focused .picker__list-item--disabled{background:#f5f5f5;border-color:#f5f5f5;color:#dddddd;cursor:default;border-color:#dddddd;z-index:auto}.picker--time .picker__button--clear{display:block;width:80%;margin:1em auto 0;padding:1em 1.25em;background:none;border:0;font-weight:500;font-size:.67em;text-align:center;text-transform:uppercase;color:#666}.picker--time .picker__button--clear:hover,.picker--time .picker__button--clear:focus{color:#000000;background:#b1dcfb;background:#ee2200;border-color:#ee2200;cursor:pointer;color:#ffffff;outline:none}.picker--time .picker__button--clear:before{top:-0.25em;color:#666;font-size:1.25em;font-weight:bold}.picker--time .picker__button--clear:hover:before,.picker--time .picker__button--clear:focus:before{color:#ffffff}.picker--time .picker__frame{min-width:256px;max-width:320px}.picker--time .picker__box{font-size:1em;background:#f2f2f2;padding:0}@media (min-height: 40.125em){.picker--time .picker__box{margin-bottom:5em}}
diff --git a/baseline model photo recoloring/css/style_user.css b/baseline model photo recoloring/css/style_user.css
new file mode 100644
index 0000000000000000000000000000000000000000..be670bd18a2c7b0e0f4786715ac7b05f43523a87
--- /dev/null
+++ b/baseline model photo recoloring/css/style_user.css
@@ -0,0 +1,89 @@
+@font-face {
+ font-family: 'Material Icons';
+ font-style: normal;
+ font-weight: 400;
+ src: local('Material Icons'), local('MaterialIcons-Regular'), url(font/material-design-icons/1.woff2) format('woff2');
+}
+@font-face {
+ font-family: 'Abel';
+ font-style: normal;
+ font-weight: 400;
+ src: local('Abel'), local('Abel-Regular'), url(font/material-design-icons/2.woff2) format('woff2');
+ unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2212, U+2215, U+E0FF, U+EFFD, U+F000;
+}
+.material-icons {
+ font-family: 'Material Icons';
+ font-weight: normal;
+ font-style: normal;
+ font-size: 24px;
+ line-height: 1;
+ letter-spacing: normal;
+ text-transform: none;
+ display: inline-block;
+ word-wrap: normal;
+ -webkit-font-feature-settings: 'liga';
+ -webkit-font-smoothing: antialiased;
+}
+body {
+ background-color: #F6F4F1!important;
+ margin: 0;
+ display: flex;
+ min-height: 100vh;
+ flex-direction: column;
+}
+body, html {
+ font-family: 'Abel', sans-serif;
+ color: #846C63;
+}
+nav, .brand-logo {
+ background-color: #ffffff!important;
+ color: #846C63!important;
+}
+.btn {
+ margin: 2px;
+}
+.btn, .btn-large, .btn-small {
+ background-color: #86A8A8!important;
+ color: white !important;
+ margin: 0;
+ /*max-width:80px;*/
+}
+a {
+ color: #88AAA9!important;
+}
+#results {
+ display: none;
+}
+canvas {
+ width: 100%;
+}
+.source_image_area {
+ display: none;
+}
+.footer-copyright {
+ background-color: rgba(51, 51, 51, 0.08);
+ height: 50px;
+ line-height: 50px;
+ color: white;
+}
+main {
+ flex: 1 0 auto;
+}
+.s1_5{
+ width:13.33333333333333333%;
+}
+.btn-thin{
+ width:100%;
+ padding:0;
+}
+.modal-color{
+ height:43px;
+ max-width:80px;
+ margin-top:14px;
+}
+#palette_e{
+ display: none;
+}
+#confirm_change{
+ display: none;
+}
diff --git a/baseline model photo recoloring/img/gallery/p1.png b/baseline model photo recoloring/img/gallery/p1.png
new file mode 100644
index 0000000000000000000000000000000000000000..0304a80a5e123bdc222fa94a65ea706423af657c
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diff --git a/baseline model photo recoloring/img/gallery/p10.png b/baseline model photo recoloring/img/gallery/p10.png
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index 0000000000000000000000000000000000000000..89f391fa3a239446ae2a34bfc7496684bc77b595
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diff --git a/baseline model photo recoloring/img/gallery/p2.png b/baseline model photo recoloring/img/gallery/p2.png
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index 0000000000000000000000000000000000000000..e49ff45e5b1caab068a1576f950b0ae3a5c7fecf
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diff --git a/baseline model photo recoloring/img/gallery/p3.png b/baseline model photo recoloring/img/gallery/p3.png
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index 0000000000000000000000000000000000000000..961eab0870e745cdd745114dfdfb9884da8d30b7
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diff --git a/baseline model photo recoloring/img/gallery/p4.png b/baseline model photo recoloring/img/gallery/p4.png
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index 0000000000000000000000000000000000000000..1789cecd5565784dca11acca8e0de8dbb88a592a
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diff --git a/baseline model photo recoloring/img/gallery/p5.png b/baseline model photo recoloring/img/gallery/p5.png
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index 0000000000000000000000000000000000000000..6a02c0abb28e8c2c38388645b61418ca92eb5c0d
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diff --git a/baseline model photo recoloring/img/gallery/p6.png b/baseline model photo recoloring/img/gallery/p6.png
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index 0000000000000000000000000000000000000000..12b88e71e22d030c393dddee45771319d0ee73e8
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diff --git a/baseline model photo recoloring/img/gallery/p7.png b/baseline model photo recoloring/img/gallery/p7.png
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diff --git a/baseline model photo recoloring/img/gallery/p8.png b/baseline model photo recoloring/img/gallery/p8.png
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index 0000000000000000000000000000000000000000..e6c9e7bed507d025d617b6e247a020b8fd58df4f
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diff --git a/baseline model photo recoloring/img/gallery/p9.png b/baseline model photo recoloring/img/gallery/p9.png
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index 0000000000000000000000000000000000000000..fea57d954896fa5add979a47dc9e75fe2acbde98
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diff --git a/baseline model photo recoloring/img/github.png b/baseline model photo recoloring/img/github.png
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index 0000000000000000000000000000000000000000..7dc1afca60b9d40dcd402703f5b29717583150d7
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diff --git a/baseline model photo recoloring/img/report/p1.png b/baseline model photo recoloring/img/report/p1.png
new file mode 100644
index 0000000000000000000000000000000000000000..941b8c4ebc040e02432305c795f98ae317b9c029
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diff --git a/baseline model photo recoloring/img/report/p2.png b/baseline model photo recoloring/img/report/p2.png
new file mode 100644
index 0000000000000000000000000000000000000000..bc09bc24ab8272b21036d7032b2c7ad56d388b43
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diff --git a/baseline model photo recoloring/index.html b/baseline model photo recoloring/index.html
new file mode 100644
index 0000000000000000000000000000000000000000..772911201efd877dc38c8e516edb778447b6feff
--- /dev/null
+++ b/baseline model photo recoloring/index.html
@@ -0,0 +1,324 @@
+<!DOCTYPE html>
+<html>
+
+<head>
+ <title>Photo Recoloring Tool by Zhou Bowei</title>
+ <link type="text/css" rel="stylesheet" href="css/materialize.min.css" media="screen,projection" />
+ <link type="text/css" rel="stylesheet" href="css/style_user.css" />
+ <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+</head>
+
+<body>
+
+ <header>
+ <!-- nav bar -->
+ <nav>
+ <div class="nav-wrapper">
+ <div class="container">
+ <a href="https://github.com/b-z/photo_recoloring">
+ <span class="brand-logo">PHOTO RECOLORING</span>
+ </a>
+ <ul id="nav-mobile" class="right hide-on-small-only">
+ <li><a href="https://github.com/b-z/photo_recoloring">ZHOU BOWEI</a></li>
+ </ul>
+ </div>
+ </div>
+ </nav>
+ <!-- nav bar end -->
+
+ <a href="https://github.com/b-z/photo_recoloring" class="hide-on-med-and-down">
+ <img style="position: absolute; top: 0; right: 0; border: 0;" src="img/github.png" alt="Fork me on GitHub" data-canonical-src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png">
+ </a>
+ </header>
+ <main>
+ <!-- container -->
+ <div class="container">
+
+ <!-- search -->
+ <div id="search" class="section">
+ <h5>UPLOAD FILE</h5>
+
+ <div class="row">
+ <div class="col s12 m8 l8 offset-m2 offset-l2">
+ <form action="#">
+ <div class="file-field input-field">
+ <div class="btn">
+ <input id="file_path" type="file">
+ <span><i class="material-icons">perm_media</i></span>
+ </div>
+
+ <div class="file-path-wrapper">
+ <input class="file-path validate" type="text" placeholder="UPLOAD IMAGE FILE">
+ </div>
+
+ </div>
+ </form>
+ </div>
+ </div>
+
+ <h5 class="source_image_area">THE IMAGE</h5>
+
+ <div class="row source_image_area">
+ <div class="col s12 m8 l8 offset-m2 offset-l2">
+ <canvas class="materialboxed z-depth-1" id="source_image"></canvas>
+ </div>
+ </div>
+
+ <div id="palette" class="row source_image_area"></div>
+
+ <div id="palette_e" class="row"></div>
+
+ <div id="modals" class="row"></div>
+
+ <div id="confirm_change" class="row">
+ <div class="col s6 m3 center-align offset-m3">
+ <a class="btn waves-effect waves-light" onclick="Palette.putImage(Palette.img);">RESTORE</a>
+ </div>
+ <div class="col s6 m3 center-align">
+ <a class="btn waves-effect waves-light" onclick="Palette.colorTransform(color_list1, color_list2);Palette.putImage(Palette.img_copy);">CONFIRM CHANGE</a>
+ </div>
+ </div>
+ </div>
+ </div>
+ <!-- container end -->
+ </main>
+
+ <!-- footer -->
+ <footer class="footer-copyright">
+ <div class="container">
+ Copyright © 2015 Zhou Bowei. All rights reserved.
+ </div>
+ </footer>
+ <!-- footer end -->
+ <script type="text/javascript" src="js/jquery-2.1.3.min.js"></script>
+ <script type="text/javascript" src="js/materialize.min.js"></script>
+ <script type="text/javascript" src="js/math.min.js"></script>
+ <script type="text/javascript" src="js/color.js"></script>
+ <script type="text/javascript" src="js/palette.js"></script>
+ <script>
+ var canv, file, ctx;
+ var img_raw, width, height;
+ $(document).ready(function() {
+ $('.materialboxed').materialbox();
+ $('.modal-trigger').leanModal();
+ });
+
+ function uploadFile(e) {
+ //Materialize.toast('PROCESSING...', 200);
+ var file = e.target.files[0];
+ var filename = file.name;
+ var reader = new FileReader();
+ reader.onload = putImage2Canvas;
+ reader.readAsDataURL(file);
+ }
+
+ function putImage2Canvas(event) {
+ var img = new Image();
+ img.src = event.target.result;
+ img.onload = function() {
+ window.color_list_rgb = [];
+ window.color_list1 = [];
+ window.color_list2 = [];
+ window.change_list = [false, false, false, false, false];
+ window.Ls = [];
+ window.Ls_user = [];
+
+ var canv = $('#source_image')[0];
+ width = canv.width = img.width;
+ height = canv.height = img.height;
+ ctx = canv.getContext('2d');
+ ctx.drawImage(img, 0, 0);
+ img_raw = ctx.getImageData(0, 0, img.width, img.height);
+
+ Palette.init(img_raw, ctx);
+ Palette.palette(img_raw.data);
+ var colors = Palette.kmeans();
+ addPalette(colors);
+ $('#palette_e').hide();
+ $('#confirm_change').hide();
+ $('.source_image_area').fadeIn(1000);
+ }
+ }
+
+ function addPalette(colors) {
+ var tmp = '',
+ tmp_e = '',
+ modals = '';
+ color_list_rgb = colors;
+ color_list1 = [];
+ color_list2 = [];
+ for (var i = 0; i < colors.length; i++) {
+ var Lab = Color.rgb2lab(colors[i]);
+ color_list1.push(Lab);
+ color_list2.push(Color.rgb2lab(colors[i]));
+ window.Ls.push(Lab[0]);
+ window.Ls_user.push(Lab[0]);
+ }
+ color_list2[0] = false;
+ for (var i = 1; i < colors.length; i++) {
+ tmp += '\
+ <div class="col s1_5' + (i == 1 ? ' offset-s2 offset-m2 offset-l2' : ' ') + ' center-align">\
+ <a class="plt' + i + ' z-depth-1 btn-thin btn waves-effect waves-light hide-on-med-and-up"></a>\
+ <a class="plt' + i +
+ ' z-depth-1 btn-floating btn waves-effect waves-light hide-on-small-only hide-on-large-only"></a>\
+ <a class="plt' + i + ' z-depth-1 btn-floating btn-large waves-effect waves-light hide-on-med-and-down"></a>\
+ </div>';
+ tmp_e += '\
+ <div class="col s1_5' + (i == 1 ? ' offset-s2 offset-m2 offset-l2' : ' ') + ' center-align">\
+ <a class="plt' + i + '_e z-depth-1 btn-thin btn waves-effect waves-light hide-on-med-and-up"></a>\
+ <a class="plt' + i +
+ '_e z-depth-1 btn-floating btn waves-effect waves-light hide-on-small-only hide-on-large-only"></a>\
+ <a class="plt' + i + '_e z-depth-1 btn-floating btn-large waves-effect waves-light hide-on-med-and-down"></a>\
+ <div class="plt' + i +
+ '_p" style="width:1px;height:1px;"></div>\
+ </div>';
+ modals +=
+ '\
+ <div id="modal' + i + '" class="modal modal-fixed-footer">\
+ <div class="modal-content">\
+ <h4>CHANGE COLOR</h4>\
+ <div class="row">\
+ <div class="input-field col s6">\
+ <input id="modal' + i +
+ '_ori_txt" type="text" class="validate">\
+ <label class="active" for="modal' + i + '_ori_txt">Origin</label>\
+ </div>\
+ <div class="col s3 modal-color z-depth-1 btn-thin btn waves-effect waves-light" id="modal' + i +
+ '_ori">\
+ </div>\
+ </div>\
+ <div class="row">\
+ <div class="input-field col s6">\
+ <input id="modal' + i +
+ '_dst_txt" type="text" class="validate">\
+ <label class="active" for="modal' + i + '_dst_txt">Destination</label>\
+ </div>\
+ <div class="col s3 modal-color z-depth-1 btn-thin btn waves-effect waves-light" id="modal' + i +
+ '_dst" style="display:none;">\
+ </div>\
+ </div>\
+ <div class="row">\
+ <form action="#" class="col s6">\
+ <p class="range-field">\
+ <input type="range" id="range' + i +
+ '_r" min="0" max="255" onmousemove="changeColor(' + i + ');" ontouchmove="changeColor(' + i + ');"/>\
+ </p>\
+ <p class="range-field">\
+ <input type="range" id="range' + i +
+ '_g" min="0" max="255" onmousemove="changeColor(' + i + ');" ontouchmove="changeColor(' + i + ');"/>\
+ </p>\
+ <p class="range-field">\
+ <input type="range" id="range' + i +
+ '_b" min="0" max="255" onmousemove="changeColor(' + i +
+ ');" ontouchmove="changeColor(' + i + ');"/>\
+ </p>\
+ </form>\
+ </div>\
+ </div>\
+ <div class="modal-footer">\
+ <a class="modal-action modal-close waves-effect waves-green btn-flat" onclick="confirmChange(' + i +
+ ');">CONFIRM</a>\
+ <a class="modal-action modal-close waves-effect waves-green btn-flat">CANCEL</a>\
+ </div>\
+ </div>'
+ }
+
+ $('#palette').html(tmp);
+ $('#palette_e').html(tmp_e);
+ $('#modals').html(modals);
+
+ for (var i = 1; i < colors.length; i++) {
+ var c = colors[i];
+ var color = 'rgb(' + c[0] + ',' + c[1] + ',' + c[2] + ')';
+ setTimeout((function(j, cl, rgb) {
+ return function() {
+ $('.plt' + j).attr('style', 'background-color:' + cl + '!important');
+ $('.plt' + j + ',.plt' + j + '_e').click((function(k, co, RGB) {
+ return function() {
+ $('#modal' + j + '_ori,#modal' + j + '_dst').attr('style', 'background-color:' + co + '!important');
+ $('#modal' + j + '_ori_txt').val(co);
+ $('#range' + j + '_r').val(RGB[0]);
+ $('#range' + j + '_g').val(RGB[1]);
+ $('#range' + j + '_b').val(RGB[2]);
+ $('#modal' + j).openModal();
+ changeColor(j);
+ }
+ })(j, cl, rgb));
+ };
+ })(i, color, c), 600 * (0.5 + i));
+ }
+ setTimeout(function() {
+ $('#palette').append('<div id="helper" class="col s12 center-align" style="display:none;"><h5>CLICK THE PALETTE TO RECOLOR.</h5></div>');
+ $('#helper').fadeIn(1000);
+ }, 2200);
+ }
+
+ function changeColor(id) {
+ var r = $('#range' + id + '_r').val();
+ var g = $('#range' + id + '_g').val();
+ var b = $('#range' + id + '_b').val();
+ var color = 'rgb(' + r + ',' + g + ',' + b + ')';
+ $('#modal' + id + '_dst').attr('style', 'background-color:' + color + '!important');
+ $('#modal' + id + '_dst_txt').val(color);
+ $('#modal' + id + '_dst').show();
+ }
+
+ function confirmChange(id) {
+ var R = $('#range' + id + '_r').val();
+ var G = $('#range' + id + '_g').val();
+ var B = $('#range' + id + '_b').val();
+ var color = 'rgb(' + R + ',' + G + ',' + B + ')';
+
+ var show = true;
+
+ var Lab = Color.rgb2lab([R, G, B]);
+ Ls_user[id] = Lab[0];
+ for (var i = 1; i < Ls.length; i++) {
+ Ls[i] = Ls_user[i];
+ color_list2[i][0] = Ls[i];
+ }
+ color_list2[id] = Lab;
+ for (var i = 1; i < Ls.length; i++) {
+ if (i < id) {
+ if (Ls[i] > Ls[i + 1]) {
+ Ls[i] = Ls[i + 1];
+ color_list2[i][0] = Ls[i + 1];
+ }
+ }
+ if (i > id) {
+ if (Ls[i] < Ls[i - 1]) {
+ Ls[i] = Ls[i - 1];
+ color_list2[i][0] = Ls[i - 1];
+ }
+ }
+ }
+
+ change_list[id - 1] = color;
+
+ if (show) {
+ $('#palette_e').show();
+ $('#helper').hide();
+ $('#confirm_change').show();
+ for (var i = 0; i < change_list.length; i++) {
+ // var t = color_list_rgb[i + 1];
+ // var color1_txt = 'rgb(' + t[0] + ',' + t[1] + ',' + t[2] + ')';
+ // var color2_txt = (change_list[i] == false ? color1_txt : change_list[i])
+ var idx = i + 1;
+ var RGB = Color.lab2rgb(color_list2[idx]);
+ var color2_txt = 'rgb(' + RGB[0] + ',' + RGB[1] + ',' + RGB[2] + ')';
+ $('.plt' + idx + '_e').show();
+ $('.plt' + idx + '_p').hide();
+ $('.plt' + idx + '_e').attr('style', 'background-color:' + color2_txt + '!important');
+ }
+ } else {
+ $('#palette_e').hide();
+ $('#helper').show();
+ $('#confirm_change').hide();
+ }
+ }
+
+ $('#file_path')[0].onchange = uploadFile;
+ </script>
+</body>
+
+</html>
diff --git a/baseline model photo recoloring/js/color.js b/baseline model photo recoloring/js/color.js
new file mode 100644
index 0000000000000000000000000000000000000000..10ebb5823604d8888ffd501e956e17b6551d5c22
--- /dev/null
+++ b/baseline model photo recoloring/js/color.js
@@ -0,0 +1,148 @@
+/**
+ * @author Zhou Bowei
+ */
+
+var Color = {
+ rgb2lab: function(inputColor) {
+ if (typeof(inputColor) != 'object') {
+ return inputColor;
+ }
+ var RGB = [0, 0, 0];
+ for (var i = 0; i < 3; i++) {
+ var v = inputColor[i] / 255;
+ if (v > 0.04045) {
+ v = Math.pow((v + 0.055) / 1.055, 2.4);
+ } else {
+ v /= 12.92;
+ }
+ RGB[i] = 100 * v;
+ }
+
+ // console.log(RGB);
+ var X = RGB[0] * 0.4124 + RGB[1] * 0.3576 + RGB[2] * 0.1805;
+ var Y = RGB[0] * 0.2126 + RGB[1] * 0.7152 + RGB[2] * 0.0722;
+ var Z = RGB[0] * 0.0193 + RGB[1] * 0.1192 + RGB[2] * 0.9505;
+ var XYZ = [X, Y, Z];
+ XYZ[0] /= 95.047;
+ XYZ[1] /= 100.0;
+ XYZ[2] /= 108.883;
+ for (var i = 0; i < 3; i++) {
+ var v = XYZ[i];
+ if (v > 0.008856) {
+ v = Math.pow(v, 1 / 3);
+ } else {
+ v *= 7.787;
+ v += 16 / 116;
+ }
+ XYZ[i] = v;
+ }
+
+ var L = (116 * XYZ[1]) - 16;
+ var a = 500 * (XYZ[0] - XYZ[1]);
+ var b = 200 * (XYZ[1] - XYZ[2]);
+ var Lab = [L, a, b];
+ return Lab;
+ },
+ lab2rgb: function(inputColor) {
+ if (typeof(inputColor) != 'object') {
+ return inputColor;
+ }
+ var L = inputColor[0];
+ var a = inputColor[1];
+ var b = inputColor[2];
+
+ var d = 6 / 29;
+ var fy = (L + 16) / 116;
+ var fx = fy + a / 500;
+ var fz = fy - b / 200;
+ var Y = fy > d ? fy * fy * fy : (fy - 16 / 116) * 3 * d * d;
+ var X = fx > d ? fx * fx * fx : (fx - 16 / 116) * 3 * d * d;
+ var Z = fz > d ? fz * fz * fz : (fz - 16 / 116) * 3 * d * d;
+
+ X *= 95.047;
+ Y *= 100.0;
+ Z *= 108.883;
+ // var R = 2.5623 * X + (-1.1661) * Y + (-0.3962) * Z;
+ // var G = (-1.0215) * X + 1.9778 * Y + 0.0437 * Z;
+ // var B = 0.0752 * X + (-0.2562) * Y + 1.1810 * Z;
+ var R = 3.2406 * X + (-1.5372) * Y + (-0.4986) * Z;
+ var G = (-0.9689) * X + 1.8758 * Y + 0.0415 * Z;
+ var B = 0.0557 * X + (-0.2040) * Y + 1.0570 * Z;
+
+ var RGB = [R, G, B];
+ // console.log(RGB);
+ for (var i = 0; i < 3; i++) {
+ var v = RGB[i] / 100;
+ if (v > 0.0405 / 12.92) {
+ v = Math.pow(v, 1 / 2.4);
+ v *= 1.055;
+ v -= 0.055;
+ } else {
+ v *= 12.92;
+ }
+ RGB[i] = Math.round(v * 255);
+ }
+
+ return RGB;
+ },
+ txt2rgb: function(str) {
+ if (typeof(str) != 'string') {
+ return str;
+ }
+ var s = str.split(/[rgba(,) ]/);
+ var c = [];
+ for (var i = 0; i < s.length; i++) {
+ if (s[i].length) {
+ c.push(s[i] - 0);
+ }
+ }
+ return c;
+ },
+ txt2lab: function(str) {
+ return this.rgb2lab(this.txt2rgb(str));
+ },
+ isOutRGB: function(RGB) {
+ for (var i = 0; i < 3; i++) {
+ if (RGB[i] < 0 || RGB[i] > 255) {
+ return true;
+ }
+ }
+ return false;
+ },
+ isOutLab: function(Lab) {
+ return this.isOutRGB(this.lab2rgb(Lab));
+ },
+ isEqual: function(c1, c2) {
+ for (var i = 0; i < c1.length; i++) {
+ if (c1[i] != c2[i]) {
+ return false;
+ }
+ }
+ return true;
+ },
+ labBoundary: function(pin, pout) {
+ var mid = [];
+ for (var i = 0; i < pin.length; i++) {
+ mid.push((pin[i] + pout[i]) / 2);
+ }
+ var RGBin = this.lab2rgb(pin);
+ var RGBout = this.lab2rgb(pout);
+ var RGBmid = this.lab2rgb(mid);
+ if (Palette.distance2(pin,pout)<0.001||this.isEqual(RGBin, RGBout)) {
+ return mid;
+ }
+ if (this.isOutRGB(RGBmid)) {
+ return this.labBoundary(pin, mid);
+ } else {
+ return this.labBoundary(mid, pout);
+ }
+ },
+ labIntersect: function(p1, p2) {
+ if (this.isOutLab(p2)){
+ return this.labBoundary(p1,p2);
+ }else{
+ return this.labIntersect(p2,Palette.add(p2,Palette.sub(p2,p1)));
+ }
+ }
+
+};
diff --git a/baseline model photo recoloring/js/jquery-2.1.3.min.js b/baseline model photo recoloring/js/jquery-2.1.3.min.js
new file mode 100644
index 0000000000000000000000000000000000000000..25714ed29ab6fcf0355da4b45ac602fac0154efb
--- /dev/null
+++ b/baseline model photo recoloring/js/jquery-2.1.3.min.js
@@ -0,0 +1,4 @@
+/*! jQuery v2.1.3 | (c) 2005, 2014 jQuery Foundation, Inc. | jquery.org/license */
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diff --git a/baseline model photo recoloring/js/materialize.min.js b/baseline model photo recoloring/js/materialize.min.js
new file mode 100644
index 0000000000000000000000000000000000000000..bba987929c59221c78d5fed23d4d5f8f8aa65cd2
--- /dev/null
+++ b/baseline model photo recoloring/js/materialize.min.js
@@ -0,0 +1,9 @@
+/*!
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+ * Copyright 2014-2015 Materialize
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+ */
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b=a&&a.tagName.toString().toLowerCase();return/^(b|big|i|small|tt|abbr|acronym|cite|code|dfn|em|kbd|strong|samp|var|a|bdo|br|img|map|object|q|script|span|sub|sup|button|input|label|select|textarea)$/i.test(b)?"inline":/^(li)$/i.test(b)?"list-item":/^(tr)$/i.test(b)?"table-row":/^(table)$/i.test(b)?"table":/^(tbody)$/i.test(b)?"table-row-group":"block"},addClass:function(a,b){a.classList?a.classList.add(b):a.className+=(a.className.length?" 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j=g(f).isSVG?c.createElementNS("http://www.w3.org/2000/svg","rect"):c.createElement("div");t.init(j),a.myParent.appendChild(j),m.each(["overflow","overflowX","overflowY"],function(a,b){t.CSS.setPropertyValue(j,b,"hidden")}),t.CSS.setPropertyValue(j,"position",a.position),t.CSS.setPropertyValue(j,"fontSize",a.fontSize),t.CSS.setPropertyValue(j,"boxSizing","content-box"),m.each(["minWidth","maxWidth","width","minHeight","maxHeight","height"],function(a,b){t.CSS.setPropertyValue(j,b,h+"%")}),t.CSS.setPropertyValue(j,"paddingLeft",h+"em"),i.percentToPxWidth=I.lastPercentToPxWidth=(parseFloat(v.getPropertyValue(j,"width",null,!0))||1)/h,i.percentToPxHeight=I.lastPercentToPxHeight=(parseFloat(v.getPropertyValue(j,"height",null,!0))||1)/h,i.emToPx=I.lastEmToPx=(parseFloat(v.getPropertyValue(j,"paddingLeft"))||1)/h,a.myParent.removeChild(j)}return 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w,z,A,D=/^x$/i.test(h.axis)?"Left":"Top",E=parseFloat(h.offset)||0;h.container?p.isWrapped(h.container)||p.isNode(h.container)?(h.container=h.container[0]||h.container,w=h.container["scroll"+D],A=w+m(f).position()[D.toLowerCase()]+E):h.container=null:(w=t.State.scrollAnchor[t.State["scrollProperty"+D]],z=t.State.scrollAnchor[t.State["scrollProperty"+("Left"===D?"Top":"Left")]],A=m(f).offset()[D.toLowerCase()]+E),i={scroll:{rootPropertyValue:!1,startValue:w,currentValue:w,endValue:A,unitType:"",easing:h.easing,scrollData:{container:h.container,direction:D,alternateValue:z}},element:f},t.debug&&console.log("tweensContainer (scroll): ",i.scroll,f)}else if("reverse"===C){if(!g(f).tweensContainer)return void m.dequeue(f,h.queue);"none"===g(f).opts.display&&(g(f).opts.display="auto"),"hidden"===g(f).opts.visibility&&(g(f).opts.visibility="visible"),g(f).opts.loop=!1,g(f).opts.begin=null,g(f).opts.complete=null,s.easing||delete h.easing,s.duration||delete 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diff --git a/baseline model photo recoloring/js/math.min.js b/baseline model photo recoloring/js/math.min.js
new file mode 100644
index 0000000000000000000000000000000000000000..c4243b74f1f8a2663b152e5fa24b7489f9f29400
--- /dev/null
+++ b/baseline model photo recoloring/js/math.min.js
@@ -0,0 +1,47 @@
+/**
+ * math.js
+ * https://github.com/josdejong/mathjs
+ *
+ * Math.js is an extensive math library for JavaScript and Node.js,
+ * It features real and complex numbers, units, matrices, a large set of
+ * mathematical functions, and a flexible expression parser.
+ *
+ * @version 2.5.0
+ * @date 2015-12-05
+ *
+ * @license
+ * Copyright (C) 2013-2015 Jos de Jong <wjosdejong@gmail.com>
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License"); you may not
+ * use this file except in compliance with the License. You may obtain a copy
+ * of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+ * License for the specific language governing permissions and limitations under
+ * the License.
+ */
+!function(e,t){"object"==typeof exports&&"object"==typeof module?module.exports=t():"function"==typeof define&&define.amd?define([],t):"object"==typeof exports?exports.math=t():e.math=t()}(this,function(){return function(e){function t(n){if(r[n])return r[n].exports;var i=r[n]={exports:{},id:n,loaded:!1};return e[n].call(i.exports,i,i.exports,t),i.loaded=!0,i.exports}var r={};return t.m=e,t.c=r,t.p="",t(0)}([function(e,t,r){function n(e){var t=i.create(e);return t.create=n,t["import"](r(13)),t}var i=r(1);e.exports=n()},function(e,t,r){e.exports=r(2)},function(e,t,r){var n=r(3).isFactory,i=r(3).deepExtend,a=r(4),o=r(8),s=r(10),u=r(12);t.create=function(e){function t(e){if(!n(e))throw new Error("Factory object with properties `type`, `name`, and `factory` expected");var i,a=r.indexOf(e);return-1===a?(i=e.math===!0?e.factory(f.type,l,t,f.typed,f):e.factory(f.type,l,t,f.typed),r.push(e),c.push(i)):i=c[a],i}if("function"!=typeof Object.create)throw new Error("ES5 not supported by this JavaScript engine. 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+ * @license Fraction.js v3.0.0 09/09/2015
+ * http://www.xarg.org/2014/03/precise-calculations-in-javascript/
+ *
+ * Copyright (c) 2015, Robert Eisele (robert@xarg.org)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
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circulation",examples:["quantumOfCirculation"]},a.rydberg={description:"Rydberg constant",examples:["rydberg"]},a.thomsonCrossSection={description:"Thomson cross section",examples:["thomsonCrossSection"]},a.weakMixingAngle={description:"Weak mixing angle",examples:["weakMixingAngle"]},a.efimovFactor={description:"Efimov factor",examples:["efimovFactor"]},a.atomicMass={description:"Atomic mass constant",examples:["atomicMass"]},a.avogadro={description:"Avogadro's number",examples:["avogadro"]},a.boltzmann={description:"Boltzmann constant",examples:["boltzmann"]},a.faraday={description:"Faraday constant",examples:["faraday"]},a.firstRadiation={description:"First radiation constant",examples:["firstRadiation"]},a.loschmidt={description:"Loschmidt constant at T=273.15 K and p=101.325 kPa",examples:["loschmidt"]},a.gasConstant={description:"Gas constant",examples:["gasConstant"]},a.molarPlanckConstant={description:"Molar Planck constant",examples:["molarPlanckConstant"]},a.molarVolume={description:"Molar volume of an ideal gas at T=273.15 K and p=101.325 kPa",examples:["molarVolume"]},a.sackurTetrode={description:"Sackur-Tetrode constant at T=1 K and p=101.325 kPa",examples:["sackurTetrode"]},a.secondRadiation={description:"Second radiation constant",examples:["secondRadiation"]},a.stefanBoltzmann={description:"Stefan-Boltzmann constant",examples:["stefanBoltzmann"]},a.wienDisplacement={description:"Wien displacement law constant",examples:["wienDisplacement"]},a.molarMass={description:"Molar mass constant",examples:["molarMass"]},a.molarMassC12={description:"Molar mass constant of carbon-12",examples:["molarMassC12"]},a.gravity={description:"Standard acceleration of gravity (standard acceleration of free-fall on Earth)",examples:["gravity"]},a.planckLength={description:"Planck length",examples:["planckLength"]},a.planckMass={description:"Planck mass",examples:["planckMass"]},a.planckTime={description:"Planck time",examples:["planckTime"]},a.planckCharge={description:"Planck charge",examples:["planckCharge"]},a.planckTemperature={description:"Planck 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a big number from a number or string.",examples:["0.1 + 0.2","bignumber(0.1) + bignumber(0.2)",'bignumber("7.2")','bignumber("7.2e500")',"bignumber([0.1, 0.2, 0.3])"],seealso:["boolean","complex","fraction","index","matrix","string","unit"]}},function(e,t){e.exports={name:"boolean",category:"Type",syntax:["x","boolean(x)"],description:"Convert a string or number into a boolean.",examples:["boolean(0)","boolean(1)","boolean(3)",'boolean("true")','boolean("false")',"boolean([1, 0, 1, 1])"],seealso:["bignumber","complex","index","matrix","number","string","unit"]}},function(e,t){e.exports={name:"complex",category:"Type",syntax:["complex()","complex(re, im)","complex(string)"],description:"Create a complex number.",examples:["complex()","complex(2, 3)",'complex("7 - 2i")'],seealso:["bignumber","boolean","index","matrix","number","string","unit"]}},function(e,t){e.exports={name:"fraction",category:"Type",syntax:["fraction(num)","fraction(num,den)"],description:"Create a fraction from a number or from a numerator and denominator.",examples:["fraction(0.125)","fraction(1, 3) + fraction(2, 5)"],seealso:["bignumber","boolean","complex","index","matrix","string","unit"]}},function(e,t){e.exports={name:"index",category:"Type",syntax:["[start]","[start:end]","[start:step:end]","[start1, start 2, ...]","[start1:end1, start2:end2, ...]","[start1:step1:end1, start2:step2:end2, ...]"],description:"Create an index to get or replace a subset of a matrix",examples:["[]","[1, 2, 3]","A = [1, 2, 3; 4, 5, 6]","A[1, :]","A[1, 2] = 50","A[0:2, 0:2] = ones(2, 2)"],seealso:["bignumber","boolean","complex","matrix,","number","range","string","unit"]}},function(e,t){e.exports={name:"matrix",category:"Type",syntax:["[]","[a1, b1, ...; a2, b2, ...]","matrix()",'matrix("dense")',"matrix([...])"],description:"Create a matrix.",examples:["[]","[1, 2, 3]","[1, 2, 3; 4, 5, 6]","matrix()","matrix([3, 4])",'matrix([3, 4; 5, 6], "sparse")','matrix([3, 4; 5, 6], "sparse", "number")'],seealso:["bignumber","boolean","complex","index","number","string","unit","sparse"]}},function(e,t){e.exports={name:"number",category:"Type",syntax:["x","number(x)"],description:"Create a number or convert a string or boolean into a number.",examples:["2","2e3","4.05","number(2)",'number("7.2")',"number(true)","number([true, false, true, true])",'number("52cm", "m")'],seealso:["bignumber","boolean","complex","fraction","index","matrix","string","unit"]}},function(e,t){e.exports={name:"sparse",category:"Type",syntax:["sparse()","sparse([a1, b1, ...; a1, b2, ...])",'sparse([a1, b1, ...; a1, b2, ...], "number")'],description:"Create a sparse matrix.",examples:["sparse()","sparse([3, 4; 5, 6])",'sparse([3, 0; 5, 0], "number")'],seealso:["bignumber","boolean","complex","index","number","string","unit","matrix"]}},function(e,t){e.exports={name:"string",category:"Type",syntax:['"text"',"string(x)"],description:"Create a string or convert a value to a string",examples:['"Hello World!"',"string(4.2)","string(3 + 2i)"],seealso:["bignumber","boolean","complex","index","matrix","number","unit"]}},function(e,t){e.exports={name:"unit",category:"Type",syntax:["value unit","unit(value, unit)","unit(string)"],description:"Create a unit.",examples:["5.5 mm","3 inch",'unit(7.1, "kilogram")','unit("23 deg")'],seealso:["bignumber","boolean","complex","index","matrix","number","string"]}},function(e,t){e.exports={name:"e",category:"Constants",syntax:["e"],description:"Euler's number, the base of the natural logarithm. Approximately equal to 2.71828",examples:["e","e ^ 2","exp(2)","log(e)"],seealso:["exp"]}},function(e,t){e.exports={name:"false",category:"Constants",syntax:["false"],description:"Boolean value false",examples:["false"],seealso:["true"]}},function(e,t){e.exports={name:"i",category:"Constants",syntax:["i"],description:"Imaginary unit, defined as i*i=-1. A complex number is described as a + b*i, where a is the real part, and b is the imaginary part.",examples:["i","i * i","sqrt(-1)"],seealso:[]}},function(e,t){e.exports={name:"Infinity",category:"Constants",syntax:["Infinity"],description:"Infinity, a number which is larger than the maximum number that can be handled by a floating point number.",examples:["Infinity","1 / 0"],seealso:[]}},function(e,t){e.exports={name:"LN2",category:"Constants",syntax:["LN2"],description:"Returns the natural logarithm of 2, approximately equal to 0.693",examples:["LN2","log(2)"],seealso:[]}},function(e,t){e.exports={name:"LN10",category:"Constants",syntax:["LN10"],description:"Returns the natural logarithm of 10, approximately equal to 2.302",examples:["LN10","log(10)"],seealso:[]}},function(e,t){e.exports={name:"LOG2E",category:"Constants",syntax:["LOG2E"],description:"Returns the base-2 logarithm of E, approximately equal to 1.442",examples:["LOG2E","log(e, 2)"],seealso:[]}},function(e,t){e.exports={name:"LOG10E",category:"Constants",syntax:["LOG10E"],description:"Returns the base-10 logarithm of E, approximately equal to 0.434",examples:["LOG10E","log(e, 10)"],seealso:[]}},function(e,t){e.exports={name:"NaN",category:"Constants",syntax:["NaN"],description:"Not a number",examples:["NaN","0 / 0"],seealso:[]}},function(e,t){e.exports={name:"null",category:"Constants",syntax:["null"],description:"Value null",examples:["null"],seealso:["true","false"]}},function(e,t){e.exports={name:"pi",category:"Constants",syntax:["pi"],description:"The number pi is a mathematical constant that is the ratio of a circle's circumference to its diameter, and is approximately equal to 3.14159",examples:["pi","sin(pi/2)"],seealso:["tau"]}},function(e,t){e.exports={name:"phi",category:"Constants",syntax:["phi"],description:"Phi is the golden ratio. Two quantities are in the golden ratio if their ratio is the same as the ratio of their sum to the larger of the two quantities. Phi is defined as `(1 + sqrt(5)) / 2` and is approximately 1.618034...",examples:["tau"],seealso:[]}},function(e,t){e.exports={name:"SQRT1_2",category:"Constants",syntax:["SQRT1_2"],description:"Returns the square root of 1/2, approximately equal to 0.707",examples:["SQRT1_2","sqrt(1/2)"],seealso:[]}},function(e,t){e.exports={name:"SQRT2",category:"Constants",syntax:["SQRT2"],description:"Returns the square root of 2, approximately equal to 1.414",examples:["SQRT2","sqrt(2)"],seealso:[]}},function(e,t){e.exports={name:"tau",category:"Constants",syntax:["tau"],description:"Tau is the ratio constant of a circle's circumference to radius, equal to 2 * pi, approximately 6.2832.",examples:["tau","2 * pi"],seealso:["pi"]}},function(e,t){e.exports={name:"true",category:"Constants",syntax:["true"],description:"Boolean value true",examples:["true"],seealso:["false"]}},function(e,t){e.exports={name:"version",category:"Constants",syntax:["version"],description:"A string with the version number of math.js",examples:["version"],seealso:[]}},function(e,t){e.exports={name:"lsolve",category:"Algebra",syntax:["x=lsolve(L, b)"],description:"Solves the linear system L * x = b where L is an [n x n] lower triangular matrix and b is a [n] column vector.",examples:["a = [-2, 3; 2, 1]","b = [11, 9]","x = lsolve(a, b)"],seealso:["lup","lusolve","usolve","matrix","sparse"]}},function(e,t){e.exports={name:"lup",category:"Algebra",syntax:["lup(m)"],description:"Calculate the Matrix LU decomposition with partial pivoting. Matrix A is decomposed in three matrices (L, U, P) where P * A = L * U",examples:["lup([[2, 1], [1, 4]])","lup(matrix([[2, 1], [1, 4]]))","lup(sparse([[2, 1], [1, 4]]))"],seealso:["lusolve","lsolve","usolve","matrix","sparse","slu"]}},function(e,t){e.exports={name:"lusolve",category:"Algebra",syntax:["x=lusolve(A, b)","x=lusolve(lu, b)"],description:"Solves the linear system A * x = b where A is an [n x n] matrix and b is a [n] column vector.",examples:["a = [-2, 3; 2, 1]","b = [11, 9]","x = lusolve(a, b)"],seealso:["lup","slu","lsolve","usolve","matrix","sparse"]}},function(e,t){e.exports={name:"slu",category:"Algebra",syntax:["slu(A, order, threshold)"],description:"Calculate the Matrix LU decomposition with full pivoting. Matrix A is decomposed in two matrices (L, U) and two permutation vectors (pinv, q) where P * A * Q = L * U",examples:["slu(sparse([4.5, 0, 3.2, 0; 3.1, 2.9, 0, 0.9; 0, 1.7, 3, 0; 3.5, 0.4, 0, 1]), 1, 0.001)"],seealso:["lusolve","lsolve","usolve","matrix","sparse","lup"]}},function(e,t){e.exports={name:"usolve",category:"Algebra",syntax:["x=usolve(U, b)"],description:"Solves the linear system U * x = b where U is an [n x n] upper triangular matrix and b is a [n] column vector.",examples:["x=usolve(sparse([1, 1, 1, 1; 0, 1, 1, 1; 0, 0, 1, 1; 0, 0, 0, 1]), [1; 2; 3; 4])"],seealso:["lup","lusolve","lsolve","matrix","sparse"]}},function(e,t){e.exports={name:"abs",category:"Arithmetic",syntax:["abs(x)"],description:"Compute the absolute value.",examples:["abs(3.5)","abs(-4.2)"],seealso:["sign"]}},function(e,t){e.exports={name:"add",category:"Operators",syntax:["x + y","add(x, y)"],description:"Add two values.",examples:["a = 2.1 + 3.6","a - 3.6","3 + 2i","3 cm + 2 inch",'"2.3" + "4"'],seealso:["subtract"]}},function(e,t){e.exports={name:"cbrt",category:"Arithmetic",syntax:["cbrt(x)","cbrt(x, allRoots)"],description:"Compute the cubic root value. If x = y * y * y, then y is the cubic root of x. When `x` is a number or complex number, an optional second argument `allRoots` can be provided to return all three cubic roots. If not provided, the principal root is returned",examples:["cbrt(64)","cube(4)","cbrt(-8)","cbrt(2 + 3i)","cbrt(8i)","cbrt(8i, true)","cbrt(27 m^3)"],seealso:["square","sqrt","cube","multiply"]}},function(e,t){e.exports={name:"ceil",category:"Arithmetic",syntax:["ceil(x)"],description:"Round a value towards plus infinity. If x is complex, both real and imaginary part are rounded towards plus infinity.",
+examples:["ceil(3.2)","ceil(3.8)","ceil(-4.2)"],seealso:["floor","fix","round"]}},function(e,t){e.exports={name:"cube",category:"Arithmetic",syntax:["cube(x)"],description:"Compute the cube of a value. The cube of x is x * x * x.",examples:["cube(2)","2^3","2 * 2 * 2"],seealso:["multiply","square","pow"]}},function(e,t){e.exports={name:"divide",category:"Operators",syntax:["x / y","divide(x, y)"],description:"Divide two values.",examples:["a = 2 / 3","a * 3","4.5 / 2","3 + 4 / 2","(3 + 4) / 2","18 km / 4.5"],seealso:["multiply"]}},function(e,t){e.exports={name:"dotDivide",category:"Operators",syntax:["x ./ y","dotDivide(x, y)"],description:"Divide two values element wise.",examples:["a = [1, 2, 3; 4, 5, 6]","b = [2, 1, 1; 3, 2, 5]","a ./ b"],seealso:["multiply","dotMultiply","divide"]}},function(e,t){e.exports={name:"dotMultiply",category:"Operators",syntax:["x .* y","dotMultiply(x, y)"],description:"Multiply two values element wise.",examples:["a = [1, 2, 3; 4, 5, 6]","b = [2, 1, 1; 3, 2, 5]","a .* b"],seealso:["multiply","divide","dotDivide"]}},function(e,t){e.exports={name:"dotpow",category:"Operators",syntax:["x .^ y","dotpow(x, y)"],description:"Calculates the power of x to y element wise.",examples:["a = [1, 2, 3; 4, 5, 6]","a .^ 2"],seealso:["pow"]}},function(e,t){e.exports={name:"exp",category:"Arithmetic",syntax:["exp(x)"],description:"Calculate the exponent of a value.",examples:["exp(1.3)","e ^ 1.3","log(exp(1.3))","x = 2.4","(exp(i*x) == cos(x) + i*sin(x)) # Euler's formula"],seealso:["pow","log"]}},function(e,t){e.exports={name:"fix",category:"Arithmetic",syntax:["fix(x)"],description:"Round a value towards zero. If x is complex, both real and imaginary part are rounded towards zero.",examples:["fix(3.2)","fix(3.8)","fix(-4.2)","fix(-4.8)"],seealso:["ceil","floor","round"]}},function(e,t){e.exports={name:"floor",category:"Arithmetic",syntax:["floor(x)"],description:"Round a value towards minus infinity.If x is complex, both real and imaginary part are rounded towards minus infinity.",examples:["floor(3.2)","floor(3.8)","floor(-4.2)"],seealso:["ceil","fix","round"]}},function(e,t){e.exports={name:"gcd",category:"Arithmetic",syntax:["gcd(a, b)","gcd(a, b, c, ...)"],description:"Compute the greatest common divisor.",examples:["gcd(8, 12)","gcd(-4, 6)","gcd(25, 15, -10)"],seealso:["lcm","xgcd"]}},function(e,t){e.exports={name:"hypot",category:"Arithmetic",syntax:["hypot(a, b, c, ...)","hypot([a, b, c, ...])"],description:"Calculate the hypotenusa of a list with values. ",examples:["hypot(3, 4)","sqrt(3^2 + 4^2)","hypot(-2)","hypot([3, 4, 5])"],seealso:["abs","norm"]}},function(e,t){e.exports={name:"lcm",category:"Arithmetic",syntax:["lcm(x, y)"],description:"Compute the least common multiple.",examples:["lcm(4, 6)","lcm(6, 21)","lcm(6, 21, 5)"],seealso:["gcd"]}},function(e,t){e.exports={name:"log",category:"Arithmetic",syntax:["log(x)","log(x, base)"],description:"Compute the logarithm of a value. If no base is provided, the natural logarithm of x is calculated. If base if provided, the logarithm is calculated for the specified base. log(x, base) is defined as log(x) / log(base).",examples:["log(3.5)","a = log(2.4)","exp(a)","10 ^ 4","log(10000, 10)","log(10000) / log(10)","b = log(1024, 2)","2 ^ b"],seealso:["exp","log10"]}},function(e,t){e.exports={name:"log10",category:"Arithmetic",syntax:["log10(x)"],description:"Compute the 10-base logarithm of a value.",examples:["log10(0.00001)","log10(10000)","10 ^ 4","log(10000) / log(10)","log(10000, 10)"],seealso:["exp","log"]}},function(e,t){e.exports={name:"mod",category:"Operators",syntax:["x % y","x mod y","mod(x, y)"],description:"Calculates the modulus, the remainder of an integer division.",examples:["7 % 3","11 % 2","10 mod 4","function isOdd(x) = x % 2","isOdd(2)","isOdd(3)"],seealso:["divide"]}},function(e,t){e.exports={name:"multiply",category:"Operators",syntax:["x * y","multiply(x, y)"],description:"multiply two values.",examples:["a = 2.1 * 3.4","a / 3.4","2 * 3 + 4","2 * (3 + 4)","3 * 2.1 km"],seealso:["divide"]}},function(e,t){e.exports={name:"norm",category:"Arithmetic",syntax:["norm(x)","norm(x, p)"],description:"Calculate the norm of a number, vector or matrix.",examples:["abs(-3.5)","norm(-3.5)","norm(3 - 4i))","norm([1, 2, -3], Infinity)","norm([1, 2, -3], -Infinity)","norm([3, 4], 2)","norm([[1, 2], [3, 4]], 1)","norm([[1, 2], [3, 4]], 'inf')","norm([[1, 2], [3, 4]], 'fro')"]}},function(e,t){e.exports={name:"nthRoot",category:"Arithmetic",syntax:["nthRoot(a)","nthRoot(a, root)"],description:'Calculate the nth root of a value. The principal nth root of a positive real number A, is the positive real solution of the equation "x^root = A".',examples:["4 ^ 3","nthRoot(64, 3)","nthRoot(9, 2)","sqrt(9)"],seealso:["sqrt","pow"]}},function(e,t){e.exports={name:"pow",category:"Operators",syntax:["x ^ y","pow(x, y)"],description:"Calculates the power of x to y, x^y.",examples:["2^3 = 8","2*2*2","1 + e ^ (pi * i)"],seealso:["multiply"]}},function(e,t){e.exports={name:"round",category:"Arithmetic",syntax:["round(x)","round(x, n)"],description:"round a value towards the nearest integer.If x is complex, both real and imaginary part are rounded towards the nearest integer. When n is specified, the value is rounded to n decimals.",examples:["round(3.2)","round(3.8)","round(-4.2)","round(-4.8)","round(pi, 3)","round(123.45678, 2)"],seealso:["ceil","floor","fix"]}},function(e,t){e.exports={name:"sign",category:"Arithmetic",syntax:["sign(x)"],description:"Compute the sign of a value. The sign of a value x is 1 when x>1, -1 when x<0, and 0 when x=0.",examples:["sign(3.5)","sign(-4.2)","sign(0)"],seealso:["abs"]}},function(e,t){e.exports={name:"sqrt",category:"Arithmetic",syntax:["sqrt(x)"],description:"Compute the square root value. If x = y * y, then y is the square root of x.",examples:["sqrt(25)","5 * 5","sqrt(-1)"],seealso:["square","multiply"]}},function(e,t){e.exports={name:"square",category:"Arithmetic",syntax:["square(x)"],description:"Compute the square of a value. The square of x is x * x.",examples:["square(3)","sqrt(9)","3^2","3 * 3"],seealso:["multiply","pow","sqrt","cube"]}},function(e,t){e.exports={name:"subtract",category:"Operators",syntax:["x - y","subtract(x, y)"],description:"subtract two values.",examples:["a = 5.3 - 2","a + 2","2/3 - 1/6","2 * 3 - 3","2.1 km - 500m"],seealso:["add"]}},function(e,t){e.exports={name:"unaryMinus",category:"Operators",syntax:["-x","unaryMinus(x)"],description:"Inverse the sign of a value. Converts booleans and strings to numbers.",examples:["-4.5","-(-5.6)",'-"22"'],seealso:["add","subtract","unaryPlus"]}},function(e,t){e.exports={name:"unaryPlus",category:"Operators",syntax:["+x","unaryPlus(x)"],description:"Converts booleans and strings to numbers.",examples:["+true",'+"2"'],seealso:["add","subtract","unaryMinus"]}},function(e,t){e.exports={name:"xgcd",category:"Arithmetic",syntax:["xgcd(a, b)"],description:"Calculate the extended greatest common divisor for two values",examples:["xgcd(8, 12)","gcd(8, 12)","xgcd(36163, 21199)"],seealso:["gcd","lcm"]}},function(e,t){e.exports={name:"bitAnd",category:"Bitwise",syntax:["x & y","bitAnd(x, y)"],description:"Bitwise AND operation. Performs the logical AND operation on each pair of the corresponding bits of the two given values by multiplying them. If both bits in the compared position are 1, the bit in the resulting binary representation is 1, otherwise, the result is 0",examples:["5 & 3","bitAnd(53, 131)","[1, 12, 31] & 42"],seealso:["bitNot","bitOr","bitXor","leftShift","rightArithShift","rightLogShift"]}},function(e,t){e.exports={name:"bitNot",category:"Bitwise",syntax:["~x","bitNot(x)"],description:"Bitwise NOT operation. Performs a logical negation on each bit of the given value. Bits that are 0 become 1, and those that are 1 become 0.",examples:["~1","~2","bitNot([2, -3, 4])"],seealso:["bitAnd","bitOr","bitXor","leftShift","rightArithShift","rightLogShift"]}},function(e,t){e.exports={name:"bitOr",category:"Bitwise",syntax:["x | y","bitOr(x, y)"],description:"Bitwise OR operation. Performs the logical inclusive OR operation on each pair of corresponding bits of the two given values. The result in each position is 1 if the first bit is 1 or the second bit is 1 or both bits are 1, otherwise, the result is 0.",examples:["5 | 3","bitOr([1, 2, 3], 4)"],seealso:["bitAnd","bitNot","bitXor","leftShift","rightArithShift","rightLogShift"]}},function(e,t){e.exports={name:"bitXor",category:"Bitwise",syntax:["bitXor(x, y)"],description:"Bitwise XOR operation, exclusive OR. Performs the logical exclusive OR operation on each pair of corresponding bits of the two given values. The result in each position is 1 if only the first bit is 1 or only the second bit is 1, but will be 0 if both are 0 or both are 1.",examples:["bitOr(1, 2)","bitXor([2, 3, 4], 4)"],seealso:["bitAnd","bitNot","bitOr","leftShift","rightArithShift","rightLogShift"]}},function(e,t){e.exports={name:"leftShift",category:"Bitwise",syntax:["x << y","leftShift(x, y)"],description:"Bitwise left logical shift of a value x by y number of bits.",examples:["4 << 1","8 >> 1"],seealso:["bitAnd","bitNot","bitOr","bitXor","rightArithShift","rightLogShift"]}},function(e,t){e.exports={name:"rightArithShift",category:"Bitwise",syntax:["x >> y","leftShift(x, y)"],description:"Bitwise right arithmetic shift of a value x by y number of bits.",examples:["8 >> 1","4 << 1","-12 >> 2"],seealso:["bitAnd","bitNot","bitOr","bitXor","leftShift","rightLogShift"]}},function(e,t){e.exports={name:"rightLogShift",category:"Bitwise",syntax:["x >> y","leftShift(x, y)"],description:"Bitwise right logical shift of a value x by y number of bits.",examples:["8 >>> 1","4 << 1","-12 >>> 2"],seealso:["bitAnd","bitNot","bitOr","bitXor","leftShift","rightArithShift"]}},function(e,t){e.exports={name:"bellNumbers",category:"Combinatorics",syntax:["bellNumbers(n)"],description:"The Bell Numbers count the number of partitions of a set. A partition is a pairwise disjoint subset of S whose union is S. `bellNumbers` only takes integer arguments. The following condition must be enforced: n >= 0.",examples:["bellNumbers(3)","bellNumbers(8)"],seealso:["stirlingS2"]}},function(e,t){e.exports={name:"catalan",category:"Combinatorics",syntax:["catalan(n)"],description:"The Catalan Numbers enumerate combinatorial structures of many different types. catalan only takes integer arguments. The following condition must be enforced: n >= 0.",examples:["catalan(3)","catalan(8)"],seealso:["bellNumbers"]}},function(e,t){e.exports={name:"composition",category:"Combinatorics",syntax:["composition(n, k)"],description:"The composition counts of n into k parts. composition only takes integer arguments. The following condition must be enforced: k <= n.",examples:["composition(5, 3)"],seealso:["combinations"]}},function(e,t){e.exports={name:"stirlingS2",category:"Combinatorics",syntax:["stirlingS2(n, k)"],description:"he Stirling numbers of the second kind, counts the number of ways to partition a set of n labelled objects into k nonempty unlabelled subsets. `stirlingS2` only takes integer arguments. The following condition must be enforced: k <= n. If n = k or k = 1, then s(n,k) = 1.",examples:["stirlingS2(5, 3)"],seealso:["bellNumbers"]}},function(e,t){e.exports={name:"arg",category:"Complex",syntax:["arg(x)"],description:"Compute the argument of a complex value. If x = a+bi, the argument is computed as atan2(b, a).",examples:["arg(2 + 2i)","atan2(3, 2)","arg(2 + 3i)"],seealso:["re","im","conj","abs"]}},function(e,t){e.exports={name:"conj",category:"Complex",syntax:["conj(x)"],description:"Compute the complex conjugate of a complex value. If x = a+bi, the complex conjugate is a-bi.",examples:["conj(2 + 3i)","conj(2 - 3i)","conj(-5.2i)"],seealso:["re","im","abs","arg"]}},function(e,t){e.exports={name:"re",category:"Complex",syntax:["re(x)"],description:"Get the real part of a complex number.",examples:["re(2 + 3i)","im(2 + 3i)","re(-5.2i)","re(2.4)"],seealso:["im","conj","abs","arg"]}},function(e,t){e.exports={name:"im",category:"Complex",syntax:["im(x)"],description:"Get the imaginary part of a complex number.",examples:["im(2 + 3i)","re(2 + 3i)","im(-5.2i)","im(2.4)"],seealso:["re","conj","abs","arg"]}},function(e,t){e.exports={name:"eval",category:"Expression",syntax:["eval(expression)","eval([expr1, expr2, expr3, ...])"],description:"Evaluate an expression or an array with expressions.",examples:['eval("2 + 3")','eval("sqrt(" + 4 + ")")'],seealso:[]}},function(e,t){e.exports={name:"help",category:"Expression",syntax:["help(object)","help(string)"],description:"Display documentation on a function or data type.",examples:["help(sqrt)",'help("complex")'],seealso:[]}},function(e,t){e.exports={name:"distance",category:"Geometry",syntax:["distance([x1, y1], [x2, y2])","distance([[x1, y1], [x2, y2])"],description:"Calculates the Euclidean distance between two points.",examples:["distance([0,0], [4,4])","distance([[0,0], [4,4]])"],seealso:[]}},function(e,t){e.exports={name:"intersect",category:"Geometry",syntax:["intersect(expr1, expr2, expr3, expr4)","intersect(expr1, expr2, expr3)"],description:"Computes the intersection point of lines and/or planes.",examples:["intersect([0, 0], [10, 10], [10, 0], [0, 10])","intersect([1, 0, 1], [4, -2, 2], [1, 1, 1, 6])"],seealso:[]}},function(e,t){e.exports={name:"and",category:"Logical",syntax:["x and y","and(x, y)"],description:"Logical and. Test whether two values are both defined with a nonzero/nonempty value.",examples:["true and false","true and true","2 and 4"],seealso:["not","or","xor"]}},function(e,t){e.exports={name:"not",category:"Logical",syntax:["not x","not(x)"],description:"Logical not. Flips the boolean value of given argument.",examples:["not true","not false","not 2","not 0"],seealso:["and","or","xor"]}},function(e,t){e.exports={name:"or",category:"Logical",syntax:["x or y","or(x, y)"],description:"Logical or. Test if at least one value is defined with a nonzero/nonempty value.",examples:["true or false","false or false","0 or 4"],seealso:["not","and","xor"]}},function(e,t){e.exports={name:"xor",category:"Logical",syntax:["x or y","or(x, y)"],description:"Logical exclusive or, xor. Test whether one and only one value is defined with a nonzero/nonempty value.",examples:["true xor false","false xor false","true xor true","0 or 4"],seealso:["not","and","or"]}},function(e,t){e.exports={name:"concat",category:"Matrix",syntax:["concat(A, B, C, ...)","concat(A, B, C, ..., dim)"],description:"Concatenate matrices. By default, the matrices are concatenated by the last dimension. The dimension on which to concatenate can be provided as last argument.",examples:["A = [1, 2; 5, 6]","B = [3, 4; 7, 8]","concat(A, B)","concat(A, B, 1)","concat(A, B, 2)"],seealso:["det","diag","eye","inv","ones","range","size","squeeze","subset","trace","transpose","zeros"]}},function(e,t){e.exports={name:"cross",category:"Matrix",syntax:["cross(A, B)"],description:"Calculate the cross product for two vectors in three dimensional space.",examples:["cross([1, 1, 0], [0, 1, 1])","cross([3, -3, 1], [4, 9, 2])","cross([2, 3, 4], [5, 6, 7])"],seealso:["multiply","dot"]}},function(e,t){e.exports={name:"det",category:"Matrix",syntax:["det(x)"],description:"Calculate the determinant of a matrix",examples:["det([1, 2; 3, 4])","det([-2, 2, 3; -1, 1, 3; 2, 0, -1])"],seealso:["concat","diag","eye","inv","ones","range","size","squeeze","subset","trace","transpose","zeros"]}},function(e,t){e.exports={name:"diag",category:"Matrix",syntax:["diag(x)","diag(x, k)"],description:"Create a diagonal matrix or retrieve the diagonal of a matrix. When x is a vector, a matrix with the vector values on the diagonal will be returned. When x is a matrix, a vector with the diagonal values of the matrix is returned. When k is provided, the k-th diagonal will be filled in or retrieved, if k is positive, the values are placed on the super diagonal. When k is negative, the values are placed on the sub diagonal.",examples:["diag(1:3)","diag(1:3, 1)","a = [1, 2, 3; 4, 5, 6; 7, 8, 9]","diag(a)"],seealso:["concat","det","eye","inv","ones","range","size","squeeze","subset","trace","transpose","zeros"]}},function(e,t){e.exports={name:"dot",category:"Matrix",syntax:["dot(A, B)"],description:"Calculate the dot product of two vectors. The dot product of A = [a1, a2, a3, ..., an] and B = [b1, b2, b3, ..., bn] is defined as dot(A, B) = a1 * b1 + a2 * b2 + a3 * b3 + ... + an * bn",examples:["dot([2, 4, 1], [2, 2, 3])","[2, 4, 1] * [2, 2, 3]"],seealso:["multiply","cross"]}},function(e,t){e.exports={name:"eye",category:"Matrix",syntax:["eye(n)","eye(m, n)","eye([m, n])","eye"],description:"Returns the identity matrix with size m-by-n. The matrix has ones on the diagonal and zeros elsewhere.",examples:["eye(3)","eye(3, 5)","a = [1, 2, 3; 4, 5, 6]","eye(size(a))"],seealso:["concat","det","diag","inv","ones","range","size","squeeze","subset","trace","transpose","zeros"]}},function(e,t){e.exports={name:"flatten",category:"Matrix",syntax:["flatten(x)"],description:"Flatten a multi dimensional matrix into a single dimensional matrix.",examples:["a = [1, 2, 3; 4, 5, 6]","size(a)","b = flatten(a)","size(b)"],seealso:["concat","resize","size","squeeze"]}},function(e,t){e.exports={name:"inv",category:"Matrix",syntax:["inv(x)"],description:"Calculate the inverse of a matrix",examples:["inv([1, 2; 3, 4])","inv(4)","1 / 4"],seealso:["concat","det","diag","eye","ones","range","size","squeeze","subset","trace","transpose","zeros"]}},function(e,t){e.exports={name:"ones",category:"Matrix",syntax:["ones(m)","ones(m, n)","ones(m, n, p, ...)","ones([m])","ones([m, n])","ones([m, n, p, ...])","ones"],description:"Create a matrix containing ones.",examples:["ones(3)","ones(3, 5)","ones([2,3]) * 4.5","a = [1, 2, 3; 4, 5, 6]","ones(size(a))"],seealso:["concat","det","diag","eye","inv","range","size","squeeze","subset","trace","transpose","zeros"]}},function(e,t){e.exports={name:"range",category:"Type",syntax:["start:end","start:step:end","range(start, end)","range(start, end, step)","range(string)"],description:"Create a range. Lower bound of the range is included, upper bound is excluded.",examples:["1:5","3:-1:-3","range(3, 7)","range(0, 12, 2)",'range("4:10")',"a = [1, 2, 3, 4; 5, 6, 7, 8]","a[1:2, 1:2]"],seealso:["concat","det","diag","eye","inv","ones","size","squeeze","subset","trace","transpose","zeros"]}},function(e,t){e.exports={name:"resize",category:"Matrix",syntax:["resize(x, size)","resize(x, size, defaultValue)"],description:"Resize a matrix.",examples:["resize([1,2,3,4,5], [3])","resize([1,2,3], [5])","resize([1,2,3], [5], -1)","resize(2, [2, 3])",'resize("hello", [8], "!")'],seealso:["size","subset","squeeze"]}},function(e,t){e.exports={name:"size",category:"Matrix",syntax:["size(x)"],description:"Calculate the size of a matrix.",examples:["size(2.3)",'size("hello world")',"a = [1, 2; 3, 4; 5, 6]","size(a)","size(1:6)"],seealso:["concat","det","diag","eye","inv","ones","range","squeeze","subset","trace","transpose","zeros"]}},function(e,t){e.exports={name:"squeeze",category:"Matrix",syntax:["squeeze(x)"],description:"Remove inner and outer singleton dimensions from a matrix.",examples:["a = zeros(3,2,1)","size(squeeze(a))","b = zeros(1,1,3)","size(squeeze(b))"],seealso:["concat","det","diag","eye","inv","ones","range","size","subset","trace","transpose","zeros"]}},function(e,t){e.exports={name:"subset",category:"Matrix",syntax:["value(index)","value(index) = replacement","subset(value, [index])","subset(value, [index], replacement)"],description:"Get or set a subset of a matrix or string. Indexes are one-based. Both the ranges lower-bound and upper-bound are included.",examples:["d = [1, 2; 3, 4]","e = []","e[1, 1:2] = [5, 6]","e[2, :] = [7, 8]","f = d * e","f[2, 1]","f[:, 1]"],seealso:["concat","det","diag","eye","inv","ones","range","size","squeeze","trace","transpose","zeros"]}},function(e,t){e.exports={name:"trace",category:"Matrix",syntax:["trace(A)"],description:"Calculate the trace of a matrix: the sum of the elements on the main diagonal of a square matrix.",examples:["A = [1, 2, 3; -1, 2, 3; 2, 0, 3]","trace(A)"],seealso:["concat","det","diag","eye","inv","ones","range","size","squeeze","subset","transpose","zeros"]}},function(e,t){e.exports={name:"transpose",category:"Matrix",syntax:["x'","transpose(x)"],description:"Transpose a matrix",examples:["a = [1, 2, 3; 4, 5, 6]","a'","transpose(a)"],seealso:["concat","det","diag","eye","inv","ones","range","size","squeeze","subset","trace","zeros"]}},function(e,t){e.exports={name:"zeros",category:"Matrix",syntax:["zeros(m)","zeros(m, n)","zeros(m, n, p, ...)","zeros([m])","zeros([m, n])","zeros([m, n, p, ...])","zeros"],description:"Create a matrix containing zeros.",examples:["zeros(3)","zeros(3, 5)","a = [1, 2, 3; 4, 5, 6]","zeros(size(a))"],seealso:["concat","det","diag","eye","inv","ones","range","size","squeeze","subset","trace","transpose"]}},function(e,t){e.exports={name:"combinations",category:"Probability",syntax:["combinations(n, k)"],description:"Compute the number of combinations of n items taken k at a time",examples:["combinations(7, 5)"],seealso:["permutations","factorial"]}},function(e,t){e.exports={name:"factorial",category:"Probability",syntax:["kldivergence(x, y)"],description:"Compute the factorial of a value",examples:["5!","5 * 4 * 3 * 2 * 1","3!"],seealso:["combinations","permutations","gamma"]}},function(e,t){e.exports={name:"gamma",category:"Probability",syntax:["gamma(n)"],description:"Compute the gamma function. For small values, the Lanczos approximation is used, and for large values the extended Stirling approximation.",examples:["gamma(4)","3!","gamma(1/2)","sqrt(pi)"],seealso:["factorial"]}},function(e,t){e.exports={name:"kldivergence",category:"Probability",syntax:["n!","factorial(n)"],description:"Calculate the Kullback-Leibler (KL) divergence between two distributions.",examples:["math.kldivergence([0.7,0.5,0.4], [0.2,0.9,0.5])"],seealso:[]}},function(e,t){e.exports={name:"multinomial",category:"Probability",syntax:["multinomial(A)"],description:"Multinomial Coefficients compute the number of ways of picking a1, a2, ..., ai unordered outcomes from `n` possibilities. multinomial takes one array of integers as an argument. The following condition must be enforced: every ai <= 0.",examples:["multinomial([1, 2, 1])"],seealso:["combinations","factorial"]}},function(e,t){e.exports={name:"permutations",category:"Probability",syntax:["permutations(n)","permutations(n, k)"],description:"Compute the number of permutations of n items taken k at a time",examples:["permutations(5)","permutations(5, 3)"],seealso:["combinations","factorial"]}},function(e,t){e.exports={name:"pickRandom",category:"Probability",syntax:["pickRandom(array)"],description:"Pick a random entry from a given array.",examples:["pickRandom(0:10)","pickRandom([1, 3, 1, 6])"],seealso:["random","randomInt"]}},function(e,t){e.exports={name:"random",category:"Probability",syntax:["random()","random(max)","random(min, max)","random(size)","random(size, max)","random(size, min, max)"],description:"Return a random number.",examples:["random()","random(10, 20)","random([2, 3])"],seealso:["pickRandom","randomInt"]}},function(e,t){e.exports={name:"randInt",category:"Probability",syntax:["randInt(max)","randInt(min, max)","randInt(size)","randInt(size, max)","randInt(size, min, max)"],description:"Return a random integer number",examples:["randInt(10, 20)","randInt([2, 3], 10)"],seealso:["pickRandom","random"]}},function(e,t){e.exports={name:"compare",category:"Relational",syntax:["compare(x, y)"],description:"Compare two values. Returns 1 if x is larger than y, -1 if x is smaller than y, and 0 if x and y are equal.",examples:["compare(2, 3)","compare(3, 2)","compare(2, 2)","compare(5cm, 40mm)","compare(2, [1, 2, 3])"],seealso:["equal","unequal","smaller","smallerEq","largerEq"]}},function(e,t){e.exports={name:"deepEqual",category:"Relational",syntax:["deepEqual(x, y)"],description:"Check equality of two matrices element wise. Returns true if the size of both matrices is equal and when and each of the elements are equal.",examples:["[1,3,4] == [1,3,4]","[1,3,4] == [1,3]"],seealso:["equal","unequal","smaller","larger","smallerEq","largerEq","compare"]}},function(e,t){e.exports={name:"equal",category:"Relational",syntax:["x == y","equal(x, y)"],description:"Check equality of two values. Returns true if the values are equal, and false if not.",examples:["2+2 == 3","2+2 == 4","a = 3.2","b = 6-2.8","a == b","50cm == 0.5m"],seealso:["unequal","smaller","larger","smallerEq","largerEq","compare","deepEqual"]}},function(e,t){e.exports={name:"larger",category:"Relational",syntax:["x > y","larger(x, y)"],description:"Check if value x is larger than y. Returns true if x is larger than y, and false if not.",examples:["2 > 3","5 > 2*2","a = 3.3","b = 6-2.8","(a > b)","(b < a)","5 cm > 2 inch"],seealso:["equal","unequal","smaller","smallerEq","largerEq","compare"]}},function(e,t){e.exports={name:"largerEq",category:"Relational",syntax:["x >= y","largerEq(x, y)"],description:"Check if value x is larger or equal to y. Returns true if x is larger or equal to y, and false if not.",examples:["2 > 1+1","2 >= 1+1","a = 3.2","b = 6-2.8","(a > b)"],seealso:["equal","unequal","smallerEq","smaller","largerEq","compare"]}},function(e,t){e.exports={name:"smaller",category:"Relational",syntax:["x < y","smaller(x, y)"],description:"Check if value x is smaller than value y. Returns true if x is smaller than y, and false if not.",examples:["2 < 3","5 < 2*2","a = 3.3","b = 6-2.8","(a < b)","5 cm < 2 inch"],seealso:["equal","unequal","larger","smallerEq","largerEq","compare"]}},function(e,t){e.exports={name:"smallerEq",category:"Relational",syntax:["x <= y","smallerEq(x, y)"],description:"Check if value x is smaller or equal to value y. Returns true if x is smaller than y, and false if not.",examples:["2 < 1+1","2 <= 1+1","a = 3.2","b = 6-2.8","(a < b)"],seealso:["equal","unequal","larger","smaller","largerEq","compare"]}},function(e,t){e.exports={name:"unequal",category:"Relational",syntax:["x != y","unequal(x, y)"],description:"Check unequality of two values. Returns true if the values are unequal, and false if they are equal.",examples:["2+2 != 3","2+2 != 4","a = 3.2","b = 6-2.8","a != b","50cm != 0.5m","5 cm != 2 inch"],seealso:["equal","smaller","larger","smallerEq","largerEq","compare","deepEqual"]}},function(e,t){e.exports={name:"max",category:"Statistics",syntax:["max(a, b, c, ...)","max(A)","max(A, dim)"],description:"Compute the maximum value of a list of values.",examples:["max(2, 3, 4, 1)","max([2, 3, 4, 1])","max([2, 5; 4, 3])","max([2, 5; 4, 3], 1)","max([2, 5; 4, 3], 2)","max(2.7, 7.1, -4.5, 2.0, 4.1)","min(2.7, 7.1, -4.5, 2.0, 4.1)"],seealso:["mean","median","min","prod","std","sum","var"]}},function(e,t){e.exports={name:"mean",category:"Statistics",syntax:["mean(a, b, c, ...)","mean(A)","mean(A, dim)"],description:"Compute the arithmetic mean of a list of values.",examples:["mean(2, 3, 4, 1)","mean([2, 3, 4, 1])","mean([2, 5; 4, 3])","mean([2, 5; 4, 3], 1)","mean([2, 5; 4, 3], 2)","mean([1.0, 2.7, 3.2, 4.0])"],seealso:["max","median","min","prod","std","sum","var"]}},function(e,t){e.exports={name:"median",category:"Statistics",syntax:["median(a, b, c, ...)","median(A)"],description:"Compute the median of all values. The values are sorted and the middle value is returned. In case of an even number of values, the average of the two middle values is returned.",examples:["median(5, 2, 7)","median([3, -1, 5, 7])"],seealso:["max","mean","min","prod","std","sum","var"]}},function(e,t){e.exports={name:"min",category:"Statistics",syntax:["min(a, b, c, ...)","min(A)","min(A, dim)"],description:"Compute the minimum value of a list of values.",examples:["min(2, 3, 4, 1)","min([2, 3, 4, 1])","min([2, 5; 4, 3])","min([2, 5; 4, 3], 1)","min([2, 5; 4, 3], 2)","min(2.7, 7.1, -4.5, 2.0, 4.1)","max(2.7, 7.1, -4.5, 2.0, 4.1)"],seealso:["max","mean","median","prod","std","sum","var"]}},function(e,t){e.exports={name:"mode",category:"Statistics",syntax:["mode(a, b, c, ...)","mode(A)","mode(A, a, b, B, c, ...)"],description:"Computes the mode of all values as an array. 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+//# sourceMappingURL=math.map
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diff --git a/baseline model photo recoloring/js/palette.js b/baseline model photo recoloring/js/palette.js
new file mode 100644
index 0000000000000000000000000000000000000000..5135cd7f1c0e2d977e3f03bba1ec8aaeae78e5a5
--- /dev/null
+++ b/baseline model photo recoloring/js/palette.js
@@ -0,0 +1,325 @@
+/**
+ * @author Zhou Bowei
+ */
+
+var Palette = {};
+
+Palette.init = function(img, ctx) {
+ this.bins = {};
+ this.bin_range = 16;
+ this.bin_size = 256 / this.bin_range;
+ this.channels = 4;
+ this.img = img;
+ this.img_copy = new ImageData(img.width, img.height);
+ this.dataArray = img.data;
+ this.ctx = ctx;
+ this.K = 4;
+
+ for (var i = 0; i < this.bin_range; i++) {
+ for (var j = 0; j < this.bin_range; j++) {
+ for (var k = 0; k < this.bin_range; k++) {
+ var tmp = {
+ color: [(i + 0.5) * this.bin_size, (j + 0.5) * this.bin_size, (k + 0.5) * this.bin_size],
+ count: 0,
+ idx: -1
+ };
+ tmp.Lab = Color.rgb2lab(tmp.color);
+ this.bins['r' + i + 'g' + j + 'b' + k] = tmp;
+ }
+ }
+ }
+}
+
+Palette.palette = function() {
+ var l = this.dataArray.length;
+ for (var i = 0; i < l; i += this.channels) {
+ var R = this.dataArray[i];
+ var G = this.dataArray[i + 1];
+ var B = this.dataArray[i + 2];
+ var ri = Math.floor(R / this.bin_size);
+ var gi = Math.floor(G / this.bin_size);
+ var bi = Math.floor(B / this.bin_size);
+ this.bins['r' + ri + 'g' + gi + 'b' + bi].count++;
+ }
+}
+
+Palette.distance2 = function(c1, c2) {
+ var res = 0;
+ for (var i = 0; i < c1.length; i++) {
+ res += (c1[i] - c2[i]) * (c1[i] - c2[i]);
+ }
+ return res;
+}
+
+Palette.normalize = function(v) {
+ var d = Math.sqrt(this.distance2(v, [0, 0, 0]));
+ var res = [];
+ for (var i = 0; i < v.length; i++) {
+ res.push(v[i] / d);
+ }
+ return res;
+}
+
+Palette.add = function(c1, c2) {
+ var res = [];
+ for (var i = 0; i < c1.length; i++) {
+ res.push(c1[i] + c2[i]);
+ }
+ return res;
+}
+
+Palette.sub = function(c1, c2) {
+ var res = [];
+ for (var i = 0; i < c1.length; i++) {
+ res.push(c1[i] - c2[i]);
+ }
+ return res;
+}
+
+Palette.sca_mul = function(c, k) {
+ var res = [];
+ for (var i = 0; i < c.length; i++) {
+ res.push(c[i] * k);
+ }
+ return res;
+}
+
+Palette.kmeansFirst = function() {
+ var centers = []; //rgb format
+ var centers_lab = [];
+ centers.push([this.bin_size / 2, this.bin_size / 2, this.bin_size / 2]); // black
+ centers_lab.push(Color.rgb2lab(centers[0]));
+ var bins_copy = {};
+ for (var i in this.bins) {
+ bins_copy[i] = this.bins[i].count;
+ }
+
+ for (var p = 0; p < this.K; p++) {
+ var tmp;
+ var maxc = -1;
+ for (var i in bins_copy) {
+ var d2 = this.distance2(this.bins[i].Lab, centers_lab[p]);
+ var factor = 1 - Math.exp(-d2 / 6400); // sigma_a:80
+ bins_copy[i] *= factor;
+ if (bins_copy[i] > maxc) {
+ maxc = bins_copy[i];
+ tmp = [];
+ for (var j = 0; j < 3; j++) {
+ tmp.push(this.bins[i].color[j]);
+ }
+ }
+ }
+ centers.push(tmp);
+ centers_lab.push(Color.rgb2lab(tmp));
+ }
+ return centers_lab;
+}
+
+Palette.kmeans = function() {
+ var centers = this.kmeansFirst(); //lab
+ var no_change = false;
+ while (!no_change) {
+ no_change = true;
+ var sum = [];
+ for (var i = 0; i < this.K + 1; i++) {
+ sum.push({
+ color: [0, 0, 0],
+ count: 0
+ });
+ }
+ for (var i = 0; i < this.bin_range; i++) {
+ for (var j = 0; j < this.bin_range; j++) {
+ for (var k = 0; k < this.bin_range; k++) {
+ var tmp = this.bins['r' + i + 'g' + j + 'b' + k];
+ if (tmp.count == 0) {
+ continue;
+ }
+
+ var lab = tmp.Lab;
+ var mind = Infinity;
+ var mini = -1;
+ for (var p = 0; p < this.K + 1; p++) {
+ var d = this.distance2(centers[p], lab);
+ if (mind > d) {
+ mind = d;
+ mini = p;
+ }
+ }
+ if (mini != tmp.idx) {
+ tmp.idx = mini;
+ no_change = false;
+ }
+ var m = this.sca_mul(tmp.Lab, tmp.count);
+ sum[mini].color = this.add(sum[mini].color, m);
+ sum[mini].count += tmp.count;
+ }
+ }
+ }
+
+ for (var i = 1; i < this.K + 1; i++) {
+ if (sum[i].count) {
+ for (var j = 0; j < 3; j++) {
+ centers[i][j] = sum[i].color[j] / sum[i].count;
+ }
+ }
+ }
+ }
+ centers = this.sort(centers);
+ var centers_rgb = [];
+ for (var i = 0; i < this.K + 1; i++) {
+ centers_rgb.push(Color.lab2rgb(centers[i]));
+ }
+ return centers_rgb;
+}
+
+Palette.sort = function(colors) {
+ var l = colors.length;
+ for (var i = l - 1; i > 0; i--) {
+ for (var j = 0; j < i; j++) {
+ if (colors[j][0] > colors[j + 1][0]) {
+ var tmp = colors[j];
+ colors[j] = colors[j + 1];
+ colors[j + 1] = tmp;
+ }
+ }
+ }
+ return colors;
+}
+
+Palette.colorTransform = function(colors1, colors2) {
+ this.L1 = [0];
+ this.L2 = [0];
+ for (var i = 1; i < colors1.length; i++) {
+ this.L1.push(colors1[i][0]);
+ this.L2.push(colors2[i][0]);
+ }
+ this.L1.push(100);
+ this.L2.push(100);
+ var l = this.dataArray.length;
+ var out_array = this.img_copy.data;
+
+ var cs1 = [];
+ var cs2 = [];
+ var k = 0;
+ for (var i = 0; i < this.K + 1; i++) {
+ if (colors2[i] != false) {
+ cs1.push(colors1[i]);
+ cs2.push(colors2[i]);
+ k++;
+ }
+ }
+ this.sigma = this.getSigma(colors1);
+ this.lambda = this.getLambda(cs1);
+ // console.log(this.lambda);
+
+ for (var i = 0; i < l; i += this.channels) {
+ var R = this.dataArray[i];
+ var G = this.dataArray[i + 1];
+ var B = this.dataArray[i + 2];
+ var alpha = this.dataArray[i + 3];
+
+ var Lab = Color.rgb2lab([R, G, B]);
+ var out_lab = [0, 0, 0];
+
+ // TODO: our_lab=transform(cs1,cs2,L,a,b)
+
+ var L = this.colorTransformSingleL(Lab[0]);
+ // console.log(L);
+ for (var p = 0; p < k; p++) {
+ var v = this.colorTransformSingleAB([cs1[p][1], cs1[p][2]], [cs2[p][1], cs2[p][2]], Lab[0], Lab);
+ v[0] = L;
+ var omega = this.omega(cs1, Lab, p);
+ v = this.sca_mul(v, omega);
+ out_lab = this.add(out_lab, v);
+ }
+
+ var out_rgb = Color.lab2rgb(out_lab);
+ out_array[i] = out_rgb[0];
+ out_array[i + 1] = out_rgb[1];
+ out_array[i + 2] = out_rgb[2];
+ out_array[i + 3] = alpha;
+ }
+ return out_array;
+}
+
+Palette.colorTransformSingleL = function(l) {
+ var i;
+ for (i = 0; i < this.L1.length - 1; i++) {
+ if (l >= this.L1[i] && l <= this.L1[i + 1]) {
+ break;
+ }
+ }
+ var l1 = this.L1[i];
+ var l2 = this.L1[i + 1];
+ var s = (l1 == l2 ? 1 : (l - l1) / (l2 - l1));
+ var L1 = this.L2[i];
+ var L2 = this.L2[i + 1];
+ var L = (L2 - L1) * s + L1;
+ return L;
+}
+
+Palette.colorTransformSingleAB = function(ab1, ab2, L, x) {
+ var color1 = [L, ab1[0], ab1[1]];
+ var color2 = [L, ab2[0], ab2[1]];
+ if (this.distance2(color1, color2) < 0.0001) {
+ return color1;
+ }
+ var d = this.sub(color2, color1);
+ var x0 = this.add(x, d);
+ var Cb = Color.labIntersect(color1, color2);
+ // x--->x0
+ var xb;
+ if (Color.isOutLab(x0)) {
+ xb = Color.labBoundary(color2, x0);
+ } else {
+ xb = Color.labIntersect(x, x0);
+ }
+ var dxx = this.distance2(xb, x);
+ var dcc = this.distance2(Cb, color1);
+ var l2 = Math.min(1, dxx / dcc);
+ var xbn = this.normalize(this.sub(xb, x));
+ var x_x = Math.sqrt(this.distance2(color1, color2) * l2);
+ // console.log(x_x);
+ return this.add(x, this.sca_mul(xbn, x_x));
+}
+
+Palette.omega = function(cs1, Lab, i) {
+ var sum = 0;
+ for (var j = 0; j < cs1.length; j++) {
+ sum += this.lambda[j][i] * this.phi(Math.sqrt(this.distance2(cs1[j], Lab)));
+ }
+ return sum;
+}
+
+Palette.getLambda = function(cs1) {
+ var s = [];
+ var k = cs1.length;
+ for (var p = 0; p < k; p++) {
+ var tmp = [];
+ for (var q = 0; q < k; q++) {
+ tmp.push(this.phi(Math.sqrt(this.distance2(cs1[p], cs1[q]))));
+ }
+ s.push(tmp);
+ }
+ var lambda = math.inv(s);
+ return lambda;
+}
+
+Palette.phi = function(r) {
+ return Math.exp(-r * r / (2 * this.sigma * this.sigma));
+}
+
+Palette.getSigma = function(colors) {
+ var sum = 0;
+ for (var i = 0; i < this.K + 1; i++) {
+ for (var j = 0; j < this.K + 1; j++) {
+ if (i == j) continue;
+ sum += Math.sqrt(this.distance2(colors[i], colors[j]));
+ }
+ }
+ return sum / (this.K * (this.K + 1));
+}
+
+Palette.putImage = function(img) {
+ this.ctx.putImageData(img, 0, 0);
+}
diff --git a/baseline model photo recoloring/report.html b/baseline model photo recoloring/report.html
new file mode 100644
index 0000000000000000000000000000000000000000..d578844ab9f867ee634624f0d32274883bcb2b7b
--- /dev/null
+++ b/baseline model photo recoloring/report.html
@@ -0,0 +1,633 @@
+<!DOCTYPE html><html>
+
+<head>
+<meta charset="utf-8">
+<title>README</title>
+<style type="text/css">
+body {
+ font-family: Helvetica, arial, sans-serif;
+ font-size: 14px;
+ line-height: 1.6;
+ padding-top: 10px;
+ padding-bottom: 10px;
+ background-color: white;
+ padding: 30px; }
+
+body > *:first-child {
+ margin-top: 0 !important; }
+body > *:last-child {
+ margin-bottom: 0 !important; }
+
+a {
+ color: #4183C4; }
+a.absent {
+ color: #cc0000; }
+a.anchor {
+ display: block;
+ padding-left: 30px;
+ margin-left: -30px;
+ cursor: pointer;
+ position: absolute;
+ top: 0;
+ left: 0;
+ bottom: 0; }
+
+h1, h2, h3, h4, h5, h6 {
+ margin: 20px 0 10px;
+ padding: 0;
+ font-weight: bold;
+ -webkit-font-smoothing: antialiased;
+ cursor: text;
+ position: relative; }
+
+h1:hover a.anchor, h2:hover a.anchor, h3:hover a.anchor, h4:hover a.anchor, h5:hover a.anchor, h6:hover a.anchor {
+ background: url(data:image/png;base64,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) no-repeat 10px center;
+ text-decoration: none; }
+
+h1 tt, h1 code {
+ font-size: inherit; }
+
+h2 tt, h2 code {
+ font-size: inherit; }
+
+h3 tt, h3 code {
+ font-size: inherit; }
+
+h4 tt, h4 code {
+ font-size: inherit; }
+
+h5 tt, h5 code {
+ font-size: inherit; }
+
+h6 tt, h6 code {
+ font-size: inherit; }
+
+h1 {
+ font-size: 28px;
+ color: black; }
+
+h2 {
+ font-size: 24px;
+ border-bottom: 1px solid #cccccc;
+ color: black; }
+
+h3 {
+ font-size: 18px; }
+
+h4 {
+ font-size: 16px; }
+
+h5 {
+ font-size: 14px; }
+
+h6 {
+ color: #777777;
+ font-size: 14px; }
+
+p, blockquote, ul, ol, dl, li, table, pre {
+ margin: 15px 0; }
+
+hr {
+ background: transparent url(data:image/png;base64,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) repeat-x 0 0;
+ border: 0 none;
+ color: #cccccc;
+ height: 4px;
+ padding: 0;
+}
+
+body > h2:first-child {
+ margin-top: 0;
+ padding-top: 0; }
+body > h1:first-child {
+ margin-top: 0;
+ padding-top: 0; }
+ body > h1:first-child + h2 {
+ margin-top: 0;
+ padding-top: 0; }
+body > h3:first-child, body > h4:first-child, body > h5:first-child, body > h6:first-child {
+ margin-top: 0;
+ padding-top: 0; }
+
+a:first-child h1, a:first-child h2, a:first-child h3, a:first-child h4, a:first-child h5, a:first-child h6 {
+ margin-top: 0;
+ padding-top: 0; }
+
+h1 p, h2 p, h3 p, h4 p, h5 p, h6 p {
+ margin-top: 0; }
+
+li p.first {
+ display: inline-block; }
+li {
+ margin: 0; }
+ul, ol {
+ padding-left: 30px; }
+
+ul :first-child, ol :first-child {
+ margin-top: 0; }
+
+dl {
+ padding: 0; }
+ dl dt {
+ font-size: 14px;
+ font-weight: bold;
+ font-style: italic;
+ padding: 0;
+ margin: 15px 0 5px; }
+ dl dt:first-child {
+ padding: 0; }
+ dl dt > :first-child {
+ margin-top: 0; }
+ dl dt > :last-child {
+ margin-bottom: 0; }
+ dl dd {
+ margin: 0 0 15px;
+ padding: 0 15px; }
+ dl dd > :first-child {
+ margin-top: 0; }
+ dl dd > :last-child {
+ margin-bottom: 0; }
+
+blockquote {
+ border-left: 4px solid #dddddd;
+ padding: 0 15px;
+ color: #777777; }
+ blockquote > :first-child {
+ margin-top: 0; }
+ blockquote > :last-child {
+ margin-bottom: 0; }
+
+table {
+ padding: 0;border-collapse: collapse; }
+ table tr {
+ border-top: 1px solid #cccccc;
+ background-color: white;
+ margin: 0;
+ padding: 0; }
+ table tr:nth-child(2n) {
+ background-color: #f8f8f8; }
+ table tr th {
+ font-weight: bold;
+ border: 1px solid #cccccc;
+ margin: 0;
+ padding: 6px 13px; }
+ table tr td {
+ border: 1px solid #cccccc;
+ margin: 0;
+ padding: 6px 13px; }
+ table tr th :first-child, table tr td :first-child {
+ margin-top: 0; }
+ table tr th :last-child, table tr td :last-child {
+ margin-bottom: 0; }
+
+img {
+ max-width: 100%; }
+
+span.frame {
+ display: block;
+ overflow: hidden; }
+ span.frame > span {
+ border: 1px solid #dddddd;
+ display: block;
+ float: left;
+ overflow: hidden;
+ margin: 13px 0 0;
+ padding: 7px;
+ width: auto; }
+ span.frame span img {
+ display: block;
+ float: left; }
+ span.frame span span {
+ clear: both;
+ color: #333333;
+ display: block;
+ padding: 5px 0 0; }
+span.align-center {
+ display: block;
+ overflow: hidden;
+ clear: both; }
+ span.align-center > span {
+ display: block;
+ overflow: hidden;
+ margin: 13px auto 0;
+ text-align: center; }
+ span.align-center span img {
+ margin: 0 auto;
+ text-align: center; }
+span.align-right {
+ display: block;
+ overflow: hidden;
+ clear: both; }
+ span.align-right > span {
+ display: block;
+ overflow: hidden;
+ margin: 13px 0 0;
+ text-align: right; }
+ span.align-right span img {
+ margin: 0;
+ text-align: right; }
+span.float-left {
+ display: block;
+ margin-right: 13px;
+ overflow: hidden;
+ float: left; }
+ span.float-left span {
+ margin: 13px 0 0; }
+span.float-right {
+ display: block;
+ margin-left: 13px;
+ overflow: hidden;
+ float: right; }
+ span.float-right > span {
+ display: block;
+ overflow: hidden;
+ margin: 13px auto 0;
+ text-align: right; }
+
+code, tt {
+ margin: 0 2px;
+ padding: 0 5px;
+ white-space: nowrap;
+ border: 1px solid #eaeaea;
+ background-color: #f8f8f8;
+ border-radius: 3px; }
+
+pre code {
+ margin: 0;
+ padding: 0;
+ white-space: pre;
+ border: none;
+ background: transparent; }
+
+.highlight pre {
+ background-color: #f8f8f8;
+ border: 1px solid #cccccc;
+ font-size: 13px;
+ line-height: 19px;
+ overflow: auto;
+ padding: 6px 10px;
+ border-radius: 3px; }
+
+pre {
+ background-color: #f8f8f8;
+ border: 1px solid #cccccc;
+ font-size: 13px;
+ line-height: 19px;
+ overflow: auto;
+ padding: 6px 10px;
+ border-radius: 3px; }
+ pre code, pre tt {
+ background-color: transparent;
+ border: none; }
+
+sup {
+ font-size: 0.83em;
+ vertical-align: super;
+ line-height: 0;
+}
+* {
+ -webkit-print-color-adjust: exact;
+}
+@media screen and (min-width: 914px) {
+ body {
+ width: 854px;
+ margin:0 auto;
+ }
+}
+@media print {
+ table, pre {
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+ padding-right: 0.8em;
+ text-align: right;
+ }
+</style>
+</head>
+<body>
+<h1 id="toc_0">photo_recoloring</h1>
+
+<p>实现了<strong>Huiwen Chang</strong> et al. 的论文"Palette-based Photo Recoloring, ACM SIGGRAPH 2015" </p>
+
+<p>Zhou Bowei<br>
+2015.12.26</p>
+
+<hr>
+
+<h3 id="toc_1">一ã€ä½¿ç”¨æ–¹æ³•</h3>
+
+<p>直接打开<a href="index.html">index.html</a>或者访问<a href="http://b-z.github.io/photo_recoloring">http://b-z.github.io/photo_recoloring</a>。<br>
+从相册ä¸é€‰æ‹©åˆé€‚å›¾ç‰‡ä¸Šä¼ ï¼Œç¨‹åºå°†è‡ªåŠ¨è®¡ç®—调色æ¿ã€‚<br>
+待计算完æˆï¼Œå¯ç‚¹å‡»è°ƒè‰²æ¿ç¼–辑å˜æ¢çš„ç›®æ ‡é¢œè‰²ã€‚<br>
+编辑完åŽï¼Œç‚¹å‡»CONFIRM按钮开始é‡ç€è‰²ã€‚</p>
+
+<h3 id="toc_2">二ã€ç®—法实现</h3>
+
+<h5 id="toc_3">2.1 调色æ¿è®¡ç®—</h5>
+
+<ul>
+<li>å°†RGB颜色空间å‡åŒ€åˆ†æˆ\(16\times 16\times 16\)个bins，统计图åƒä¸å±žäºŽå„个bin的颜色个数。æ¯ä¸ªbinçš„RGB空间å‡å€¼ä¸ºå…¶ä»£è¡¨è‰²<br>
+(注: 原文为Lab空间å‡å€¼ï¼Œä½†æ±‚该å‡å€¼è¾ƒå¤æ‚，故使用了差别ä¸å¤§çš„RGBå‡å€¼)。</li>
+<li>对bin进行èšç±»ï¼Œä½¿ç”¨çš„方法是改进的K-means算法。</li>
+<li>在èšç±»å‰ï¼Œè§„定黑色为调色æ¿é¢œè‰²ä¹‹ä¸€ï¼Œè¿™æ ·å¯é¿å…生æˆçš„调色æ¿ä¸æœ‰å¾ˆå¤šæš—色。 </li>
+<li>å°†èšç±»å¾—到的调色æ¿é¢œè‰²æŒ‰ç…§Lab亮度å‡åºæŽ’åºã€‚</li>
+</ul>
+
+<h5 id="toc_4">2.2 é‡ç€è‰²</h5>
+
+<ul>
+<li>å•ä¸ªçš„颜色å˜æ¢å¯ä»¥çœ‹æˆé¢œè‰²åœ¨L通é“与aã€b通é“å•ç‹¬å˜æ¢çš„组åˆã€‚</li>
+<li>L通é“çš„å˜æ¢ç”±å¯¹è°ƒè‰²æ¿äº®åº¦çº¿æ€§æ’值得到。</li>
+<li>ab通é“çš„å˜æ¢(左下图)由颜色在Lab空间内平移得到。其ä¸å¯¹äºŽè¶…出Lab边界的情况åšäº†ç‰¹æ®Šå¤„ç†</li>
+<li>一组颜色å˜æ¢å¯ä»¥çœ‹åšæ˜¯è‹¥å¹²ä¸ªå•ç‹¬é¢œè‰²å˜æ¢çš„组åˆ(å³ä¸‹å›¾)ï¼Œæ–‡ç« ç»™å‡ºäº†ä½¿ç”¨å¾„å‘基函数分é…æƒé‡çš„方法:
+\[f(x)=\sum_i^k \omega _i(x) f_i(x)\]
+\[\omega _i(x)=\sum_j^k\lambda_{ij}\phi(\parallel x-C_j\parallel)\]
+\[\phi(r)=e^{-\frac{r^2}{2\sigma_r^2}}\]
+<div style="text-align:center">
+<img src="img/report/p1.png" height=200> <img src="img/report/p1.png" height=200>
+</div></li>
+</ul>
+
+<h3 id="toc_5">三ã€ä¸»è¦å‡½æ•°åŠè¯´æ˜Ž</h3>
+
+<table>
+<thead>
+<tr>
+<th>函数</th>
+<th>ä½ç½®</th>
+<th>说明</th>
+</tr>
+</thead>
+
+<tbody>
+<tr>
+<td><code>Color.lab2rgb(InputColor)</code></td>
+<td>color.js</td>
+<td>å°†RGB颜色转æ¢ä¸ºLab颜色(\(RGB\to XYZ\to Lab\))</td>
+</tr>
+<tr>
+<td><code>Color.rgb2lab(InputColor)</code></td>
+<td>color.js</td>
+<td>å°†Lab颜色转æ¢ä¸ºRGB颜色</td>
+</tr>
+<tr>
+<td><code>Color.labBoundary(pin, pout)</code></td>
+<td>color.js</td>
+<td>在Lab空间内，求颜色pin与pout连线与Lab边界的交点(二分查找)</td>
+</tr>
+<tr>
+<td><code>Palette.palette()</code></td>
+<td>palette.js</td>
+<td>统计图åƒé¢œè‰²å±žäºŽå„个bin的颜色个数</td>
+</tr>
+<tr>
+<td><code>Palette.kmeansFirst()</code></td>
+<td>palette.js</td>
+<td>èšç±»ï¼Œç”±ç»Ÿè®¡å¥½çš„binsæ•°æ®å¾—到调色æ¿</td>
+</tr>
+<tr>
+<td><code>Palette.kmeans()</code></td>
+<td>palette.js</td>
+<td>调整上一æ¥èšç±»å¾—到的颜色，直到调色æ¿ä¸å†å˜åŒ–</td>
+</tr>
+<tr>
+<td><code>Palette.colorTransformSingleL(l)</code></td>
+<td>palette.js</td>
+<td>æ ¹æ®è°ƒè‰²æ¿é¢œè‰²äº®åº¦ï¼Œç¡®å®šæ–°å›¾åƒäº®åº¦çš„å˜åŒ–</td>
+</tr>
+<tr>
+<td><code>Palette.colorTransformSingleAB(ab1,ab2,L,x)</code></td>
+<td>palette.js</td>
+<td>在Lab空间æŸä¸€äº®åº¦çš„å±‚å†…ï¼Œæ ¹æ®è®ºæ–‡æ–¹æ³•ï¼Œç”±\(ab1\to ab2\)这一对颜色å˜æ¢ï¼Œå¯¹xåšaã€b通é“的颜色å˜æ¢</td>
+</tr>
+<tr>
+<td><code>Palette.colorTransform(colors1,colors2)</code></td>
+<td>palette.js</td>
+<td>综åˆå‡ 组颜色å˜æ¢çš„结果，得到新的图片</td>
+</tr>
+</tbody>
+</table>
+
+<h3 id="toc_6">Gallery</h3>
+
+<div style="text-align:center">
+<img src="img/gallery/p1.png" height=400><img src="img/gallery/p2.png" height=400>
+</div>
+<div style="text-align:center">
+<img src="img/gallery/p3.png" height=400><img src="img/gallery/p4.png" height=400>
+</div>
+
+<hr>
+
+<div style="text-align:center">
+<img src="img/gallery/p5.png" height=400><img src="img/gallery/p6.png" height=400>
+</div>
+<div style="text-align:center">
+<img src="img/gallery/p7.png" height=400><img src="img/gallery/p8.png" height=400>
+</div>
+
+<hr>
+
+<div style="text-align:center">
+<img src="img/gallery/p9.png" height=400><img src="img/gallery/p10.png" height=400>
+</div>
+
+<p>两天写完 都是DDL逼的（╯ï¼ï¼¿ï¼ï¼‰â•¯â•§â•§</p>
+
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diff --git a/paletteget.py b/supplmentary scripts/paletteget.py
similarity index 100%
rename from paletteget.py
rename to supplmentary scripts/paletteget.py
diff --git a/palettegrabber.py b/supplmentary scripts/palettegrabber.py
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rename from palettegrabber.py
rename to supplmentary scripts/palettegrabber.py
diff --git a/paletteindex.py b/supplmentary scripts/paletteindex.py
similarity index 100%
rename from paletteindex.py
rename to supplmentary scripts/paletteindex.py
diff --git a/scatterplotter.py b/supplmentary scripts/scatterplotter.py
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rename from scatterplotter.py
rename to supplmentary scripts/scatterplotter.py
diff --git a/visualizer.py b/supplmentary scripts/visualizer.py
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rename from visualizer.py
rename to supplmentary scripts/visualizer.py