├── .gitignore ├── DataScience ├── .gitignore ├── BookList.md ├── DSToolKit │ └── Week2.md └── README.md ├── LICENSE ├── LabelMe ├── .htaccess ├── Annotations │ └── example_folder │ │ ├── img1.xml │ │ ├── img2.xml │ │ └── img3.xml ├── Icons │ ├── 3Dsmall.jpg │ ├── AboutMe.gif │ ├── GiveMe.gif │ ├── GoodLabelCar.gif │ ├── HelpMe.gif │ ├── Intro_tmp │ │ ├── balloon_001.gif │ │ ├── bed_028.gif │ │ ├── bed_034.gif │ │ ├── bird_041.gif │ │ ├── bird_059.gif │ │ ├── bird_061.gif │ │ ├── bird_075.gif │ │ ├── bird_078.gif │ │ ├── bookshelf_024.gif │ │ ├── bookshelf_081.gif │ │ ├── building_001.gif │ │ ├── building_028.gif │ │ ├── building_032.gif │ │ ├── building_033.gif │ │ ├── building_047.gif │ │ ├── building_051.gif │ │ ├── building_066.gif │ │ ├── cabinet_007.gif │ │ ├── cabinet_070.gif │ │ ├── cabinet_083.gif │ │ ├── car side_001.gif │ │ ├── car side_012.gif │ │ ├── car side_029.gif │ │ ├── chair_014.gif │ │ ├── chair_025.gif │ │ ├── chair_033.gif │ │ ├── chair_040.gif │ │ ├── chair_045.gif │ │ ├── cloud_021.gif │ │ ├── cloud_034.gif │ │ ├── cloud_047.gif │ │ ├── cloud_055.gif │ │ ├── desk_091.gif │ │ ├── dolphin_001.gif │ │ ├── fish_004.gif │ │ ├── fish_007.gif │ │ ├── fish_008.gif │ │ ├── fish_010.gif │ │ ├── fish_017.gif │ │ ├── grass_028.gif │ │ ├── monitor_056.gif │ │ ├── monitor_090.gif │ │ ├── motorbike_017.gif │ │ ├── mountain_001.gif │ │ ├── mountain_004.gif │ │ ├── mountain_012.gif │ │ ├── mountain_014.gif │ │ ├── mountain_015.gif │ │ ├── mountain_042.gif │ │ ├── mountain_056.gif │ │ ├── painting_067.gif │ │ ├── person walking_021.gif │ │ ├── person walking_023.gif │ │ ├── person walking_027.gif │ │ ├── person walking_039.gif │ │ ├── person walking_067.gif │ │ ├── person walking_069.gif │ │ ├── person walking_070.gif │ │ ├── person walking_080.gif │ │ ├── person walking_086.gif │ │ ├── person walking_088.gif │ │ ├── plane_021.gif │ │ ├── river_006.gif │ │ ├── river_017.gif │ │ ├── river_058.gif │ │ ├── river_061.gif │ │ ├── road_056.gif │ │ ├── road_063.gif │ │ ├── rug_011.gif │ │ ├── sailboat_001.gif │ │ ├── sand_028.gif │ │ ├── sea_074.gif │ │ ├── table_005.gif │ │ ├── table_027.gif │ │ ├── table_032.gif │ │ ├── table_038.gif │ │ ├── table_048.gif │ │ ├── table_067.gif │ │ ├── traffic light_081.gif │ │ ├── trash_071.gif │ │ ├── tree_026.gif │ │ ├── tree_030.gif │ │ ├── tree_048.gif │ │ ├── tv_036.gif │ │ └── tv_053.gif │ ├── LM3d.png │ ├── LMarrow.png │ ├── LMfit.png │ ├── LMhelp.png │ ├── LMupload.png │ ├── LMuploadNew.png │ ├── LMzoomdown.png │ ├── LMzoomup.png │ ├── LabelMe.gif │ ├── LabelMeNEWtight198x55.gif │ ├── LabelMeSmall.gif │ ├── LabelMe_logo3.png │ ├── MIT.gif │ ├── MTthumbs │ │ ├── img1.jpg │ │ ├── img10.jpg │ │ ├── img11.jpg │ │ ├── img2.jpg │ │ ├── img3.jpg │ │ ├── img4.jpg │ │ ├── img5.jpg │ │ ├── img6.jpg │ │ ├── img7.jpg │ │ ├── img8.jpg │ │ └── img9.jpg │ ├── arrow_tree.png │ ├── arrow_tree_blue.png │ ├── az0deg-arrow.png │ ├── az0deg.jpg │ ├── az120deg-arrow.png │ ├── az120deg.jpg │ ├── az150deg-arrow.png │ ├── az150deg.jpg │ ├── az180deg-arrow.png │ ├── az180deg.jpg │ ├── az210deg-arrow.png │ ├── az210deg.jpg │ ├── az240deg-arrow.png │ ├── az240deg.jpg │ ├── az270deg-arrow.png │ ├── az270deg.jpg │ ├── az300deg-arrow.png │ ├── az300deg.jpg │ ├── az30deg-arrow.png │ ├── az30deg.jpg │ ├── az330deg-arrow.png │ ├── az330deg.jpg │ ├── az60deg-arrow.png │ ├── az60deg.jpg │ ├── az90deg-arrow.png │ ├── az90deg.jpg │ ├── background.jpg │ ├── background.png │ ├── badLabelCar.gif │ ├── badcar-animate.gif │ ├── blue_pointer.cur │ ├── boat.jpg │ ├── book3D.jpg │ ├── box1.jpg │ ├── box2.jpg │ ├── box2.png │ ├── bubble_example.jpg │ ├── button1.png │ ├── button2.png │ ├── button3.png │ ├── button4.png │ ├── button5.png │ ├── cannon.jpg │ ├── close.png │ ├── delete.png │ ├── download_all.png │ ├── download_img.png │ ├── download_xml.png │ ├── erase.png │ ├── examples.gif │ ├── favicon16.ico │ ├── fitscreen.png │ ├── flag.png │ ├── goodcar-animate.gif │ ├── help.png │ ├── help_new.png │ ├── image001.jpg │ ├── image002.gif │ ├── image003.jpg │ ├── image004.gif │ ├── image005.jpg │ ├── image007.jpg │ ├── image008.gif │ ├── image009.png │ ├── image012.jpg │ ├── image015.gif │ ├── image016.gif │ ├── image017.jpg │ ├── intro.jpg │ ├── intro3Da.jpg │ ├── intro3Db.jpg │ ├── intro3Dc.jpg │ ├── labeling.jpg │ ├── labelingCar.gif │ ├── laredo_label.jpg │ ├── logo1.jpg │ ├── logo2.jpg │ ├── menu1.png │ ├── menu2.png │ ├── menu3.png │ ├── menu4.png │ ├── menu5.png │ ├── minus.png │ ├── minus2.png │ ├── mt_example_bad1.jpg │ ├── mt_example_bad2.jpg │ ├── mt_example_bad3.jpg │ ├── mt_example_good2.jpg │ ├── mt_example_good3.jpg │ ├── mt_example_good4.jpg │ ├── mt_example_good5.jpg │ ├── next.png │ ├── next_2.png │ ├── object.png │ ├── one.png │ ├── plus.png │ ├── plus2.png │ ├── polygon.png │ ├── previous_2.png │ ├── properties.png │ ├── red_pointer.cur │ ├── rubber_pointer.cur │ ├── segment_loader.gif │ ├── sketch.png │ ├── street_espiritu_santo.jpg │ ├── supportGraph.jpg │ ├── three.png │ ├── two.png │ ├── undo.png │ ├── view3D.jpg │ ├── wireframe2.jpg │ ├── wireframeSmall.jpg │ ├── zoom.jpg │ ├── zoom.png │ ├── zoomin.png │ └── zoomout.png ├── Images │ └── example_folder │ │ ├── img1.jpg │ │ ├── img2.jpg │ │ └── img3.jpg ├── Makefile ├── Masks │ └── example_folder │ │ └── img1_mask_1.png ├── README.md ├── Scribbles │ └── example_folder │ │ └── img1_scribble_1.png ├── UBUNTU.md ├── WINDOWS.md ├── annotationCache │ ├── TmpAnnotations │ │ └── example_folder │ │ │ ├── img1.xml │ │ │ ├── img2.xml │ │ │ └── img3.xml │ ├── XMLTemplates │ │ └── labelme.xml │ ├── counter │ └── counter_tmp ├── annotationTools │ ├── css │ │ ├── bubble.css │ │ ├── header.css │ │ ├── jquery-ui.css │ │ ├── object_list.css │ │ ├── qunit-1.17.1.css │ │ ├── scribblemenu.css │ │ └── styles.css │ ├── html │ │ ├── badbrowser.html │ │ ├── labeling_instructions.html │ │ ├── mt_instructions.html │ │ └── why_signin.html │ ├── js │ │ ├── adjust_event.js │ │ ├── annotation.js │ │ ├── api │ │ │ ├── AdjustEvent.html │ │ │ ├── JSVideo.html │ │ │ ├── adjust_event.js.html │ │ │ ├── browser.js.html │ │ │ ├── bubble.js.html │ │ │ ├── canvas.html │ │ │ ├── canvas.js.html │ │ │ ├── draw_event.js.html │ │ │ ├── edit_event.js.html │ │ │ ├── file_info.html │ │ │ ├── file_info.js.html │ │ │ ├── fonts │ │ │ │ ├── OpenSans-Bold-webfont.eot │ │ │ │ ├── OpenSans-Bold-webfont.svg │ │ │ │ ├── OpenSans-Bold-webfont.woff │ │ │ │ ├── OpenSans-BoldItalic-webfont.eot │ │ │ │ ├── OpenSans-BoldItalic-webfont.svg │ │ │ │ ├── OpenSans-BoldItalic-webfont.woff │ │ │ │ ├── OpenSans-Italic-webfont.eot │ │ │ │ ├── OpenSans-Italic-webfont.svg │ │ │ │ ├── OpenSans-Italic-webfont.woff │ │ │ │ ├── OpenSans-Light-webfont.eot │ │ │ │ ├── OpenSans-Light-webfont.svg │ │ │ │ ├── OpenSans-Light-webfont.woff │ │ │ │ ├── OpenSans-LightItalic-webfont.eot │ │ │ │ ├── OpenSans-LightItalic-webfont.svg │ │ │ │ ├── OpenSans-LightItalic-webfont.woff │ │ │ │ ├── OpenSans-Regular-webfont.eot │ │ │ │ ├── OpenSans-Regular-webfont.svg │ │ │ │ └── OpenSans-Regular-webfont.woff │ │ │ ├── global.html │ │ │ ├── globals.js.html │ │ │ ├── handler.js.html │ │ │ ├── image.html │ │ │ ├── image.js.html │ │ │ ├── index.html │ │ │ ├── io.js.html │ │ │ ├── player.js.html │ │ │ ├── scripts │ │ │ │ ├── linenumber.js │ │ │ │ └── prettify │ │ │ │ │ ├── lang-css.js │ │ │ │ │ └── prettify.js │ │ │ ├── sign_in.js.html │ │ │ ├── startup.js.html │ │ │ ├── styles │ │ │ │ ├── jsdoc-default.css │ │ │ │ ├── prettify-jsdoc.css │ │ │ │ └── prettify-tomorrow.css │ │ │ ├── video.html │ │ │ ├── video.js.html │ │ │ └── xml_accessors.js.html │ │ ├── browser.js │ │ ├── bubble.js │ │ ├── canvas.js │ │ ├── draw_event.js │ │ ├── edit_event.js │ │ ├── example.js │ │ ├── example.js.mem │ │ ├── file_info.js │ │ ├── globals.js │ │ ├── handler.js │ │ ├── image.js │ │ ├── io.js │ │ ├── jquery-1.9.1.js │ │ ├── jquery-ui-intervals.js │ │ ├── jquery-ui.js │ │ ├── my_scripts.js │ │ ├── object_list.js │ │ ├── object_parts.js │ │ ├── player.js │ │ ├── plot.js │ │ ├── qunit-1.17.1.js │ │ ├── scribble.js │ │ ├── sign_in.js │ │ ├── startup.js │ │ ├── tests.js │ │ ├── video.js │ │ └── xml_accessors.js │ ├── perl │ │ ├── fetch_image.cgi │ │ ├── get_timestamp.cgi │ │ ├── globalvariables.pl.base │ │ ├── logfile_helper.pl │ │ ├── submit.cgi │ │ └── write_logfile.cgi │ ├── php │ │ ├── createdir.php │ │ ├── encode.php │ │ ├── getpackfile.php │ │ ├── globalvariables.php.base │ │ └── saveimage.php │ ├── scribble │ │ └── segmentCPP │ │ │ ├── CHANGES.TXT │ │ │ ├── Makefile │ │ │ ├── README.TXT │ │ │ ├── block.h │ │ │ ├── example.cpp │ │ │ ├── example.h │ │ │ ├── example.js │ │ │ ├── example.js.mem │ │ │ ├── graph.cpp │ │ │ ├── graph.h │ │ │ ├── images │ │ │ ├── 1.jpg │ │ │ ├── 10.jpg │ │ │ ├── 11.jpg │ │ │ ├── 12.jpg │ │ │ ├── 13.jpg │ │ │ ├── 14.jpg │ │ │ ├── 15.jpg │ │ │ ├── 16.jpg │ │ │ ├── 17.jpg │ │ │ ├── 18.jpg │ │ │ ├── 19.jpg │ │ │ ├── 2.jpg │ │ │ ├── 20.jpg │ │ │ ├── 21.jpg │ │ │ ├── 22.jpg │ │ │ ├── 3.jpg │ │ │ ├── 4.jpg │ │ │ ├── 5.jpg │ │ │ ├── 6.jpg │ │ │ ├── 7.jpg │ │ │ ├── 8.jpg │ │ │ └── 9.jpg │ │ │ ├── index.html │ │ │ ├── instances.inc │ │ │ ├── maxflow.cpp │ │ │ ├── style.css │ │ │ └── test.cpp │ ├── sh │ │ ├── anno_count.sh │ │ ├── api.sh │ │ ├── counter_loop.sh │ │ └── populate_dirlist.sh │ └── video │ │ ├── convertxml.py │ │ ├── demo.xhtml │ │ └── icons │ │ ├── boundingbox.png │ │ ├── pause.jpg │ │ ├── play.jpg │ │ ├── scrollposition.png │ │ ├── video_beginning.png │ │ ├── video_end.png │ │ ├── video_pause.png │ │ ├── video_play.png │ │ ├── video_stepback.png │ │ └── video_stepforward.png ├── tool.html └── unit_tests.html ├── MachineLearning ├── .gitignore ├── Agenda.md ├── DeepBelief │ ├── LinuxDemo.md │ ├── README.md │ └── URL.md ├── LICENSE ├── README.md └── Theano │ ├── Resource.md │ └── lec6a.ppt ├── NOTES ├── 0-DL-tutorial │ ├── 0-books │ │ ├── Yoshua Bengio deep learning draft Mar 2015.pdf │ │ ├── Yoshua_Learning Deep Architectures for AI.pdf │ │ └── Yoshua_book_Learning Deep Architectures for AI.pdf │ ├── 1-papers │ │ ├── Greedy Layer-Wise Training of Deep Networks.pdf │ │ ├── A fast learning algorithm for deep belief nets.pdf │ │ └── Efficient Learning of Sparse Representations with an Energy-Based Model.pdf │ ├── 2015-May-20th-Introduction to Deep Learning Algorithms.pdf │ ├── 2015_May_19th_Very Brief Introduction to Machine Learning for AI.docx │ ├── 2015_May_19th_Very_Brief_Introduction_to_Machine_Learning_for_AI.pdf │ ├── Introduction to Deep Learning Algorithms.docx │ └── intro_diapos.pdf └── Weekly_NOTES │ ├── Caffe_Notes.pdf │ ├── Caffe 以及RCNN配置.docx │ ├── Caffe 以及RCNN配置.pdf │ ├── Icon │ ├── ImageNet_Notes.pdf │ ├── May-19th.pdf │ ├── May-19th.tex │ ├── May-20th_Introduction_to_deep_learning_algorithm.out │ ├── May-20th_Introduction_to_deep_learning_algorithm.pdf │ ├── May-20th_Introduction_to_deep_learning_algorithm.tex │ ├── May-21th-learning_deep_architecture_for_AI.pdf │ ├── May-21th-learning_deep_architecture_for_AI.tex │ └── RCNN.pdf ├── Publication ├── ICOST-DeepFood.pdf ├── IEEE_CHASE_Xray-TB_detection.pdf └── TSC_DeepFood_on_Edge_2017.pdf ├── README.md ├── Slides └── IEEE_CHASE_TB_Diagnosis.pdf ├── TensorFlow ├── .gitignore ├── Demo │ └── demo1.py ├── HelloWorld │ └── test.py ├── INSTALL.md ├── LICENSE ├── README.md ├── ex1 │ ├── Get_Started.md │ ├── README.md │ ├── default_graph.py │ ├── ex1.ipynb │ ├── feed.py │ ├── fetch_data.py │ ├── load_sess.py │ └── variable.py ├── ex2 │ ├── README.md │ ├── complete.py │ ├── complete_code.py │ ├── custom.py │ ├── ex2.ipynb │ ├── ex2.py │ ├── ex2_gsd.py │ ├── example.py │ └── example2.py ├── ex3 │ ├── ex3.ipynb │ ├── test.py │ └── test_mnist.py ├── ex4 │ ├── MNIST_data │ │ ├── t10k-images-idx3-ubyte.gz │ │ ├── t10k-labels-idx1-ubyte.gz │ │ ├── train-images-idx3-ubyte.gz │ │ └── train-labels-idx1-ubyte.gz │ ├── ex4-MLP.ipynb │ └── ex4.ipynb └── ex5 │ ├── .ipynb_checkpoints │ ├── conv-with-reshape-checkpoint.ipynb │ ├── ex5-checkpoint.ipynb │ └── mnist-checkpoint.ipynb │ ├── conv-with-reshape.ipynb │ ├── 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