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19 KiB
19 KiB
Github Ranking
Top 100 Stars in MATLAB
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | deep-photo-styletransfer | 8666 | 1236 | Matlab | 28 | Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511 | 2017-08-12T08:07:42Z |
| 2 | PRMLT | 3568 | 1600 | Matlab | 0 | Matlab code for machine learning algorithms in book PRML | 2018-12-06T16:06:02Z |
| 3 | DeepLearnToolbox | 3185 | 2097 | Matlab | 81 | Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started. | 2018-10-13T18:08:01Z |
| 4 | OpenTLD | 2024 | 1271 | Matlab | 39 | OpenTLD is an open source library for real-time 2D tracking of a single object in video. This repository is no longer under development. For latest version see: http://www.tldvision.com/tld2.html | 2016-02-01T11:28:11Z |
| 5 | faster_rcnn | 1924 | 1038 | Matlab | 139 | Faster R-CNN | 2018-07-26T04:26:32Z |
| 6 | rcnn | 1686 | 821 | Matlab | 55 | R-CNN: Regions with Convolutional Neural Network Features | 2017-04-03T16:16:14Z |
| 7 | eviltransform | 1582 | 358 | Matlab | 13 | Transport coordinate between earth(WGS-84) and mars in china(GCJ-02). | 2018-11-23T17:35:39Z |
| 8 | MTCNN_face_detection_alignment | 1571 | 718 | Matlab | 39 | Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks | 2018-04-04T03:17:19Z |
| 9 | crfasrnn | 1192 | 451 | MATLAB | 46 | This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/ | 2018-12-17T14:30:03Z |
| 10 | Coding-Guide | 1184 | 178 | Matlab | 0 | 自己随手记录的东西 | 2018-12-13T12:14:07Z |
| 11 | R-FCN | 1016 | 483 | Matlab | 30 | R-FCN: Object Detection via Region-based Fully Convolutional Networks | 2017-05-05T15:50:59Z |
| 12 | BPL | 871 | 294 | Matlab | 0 | Bayesian Program Learning model for one-shot learning | 2015-12-28T20:48:56Z |
| 13 | tiny | 856 | 261 | Matlab | 7 | Tiny Face Detector, CVPR 2017 | 2018-11-23T00:09:06Z |
| 14 | machine-learning-coursera-1 | 812 | 727 | None | 5 | This repo is specially created for all the work done my me as a part of Coursera's Machine Learning Course. | 2017-07-15T21:25:42Z |
| 15 | CAM | 761 | 229 | Matlab | 7 | Class Activation Mapping | 2018-05-02T19:30:19Z |
| 16 | matlab2tikz | 675 | 171 | Matlab | 203 | This program converts MATLAB®/Octave figures to TikZ/pgfplots figures for smooth integration into LaTeX. | 2018-05-17T08:35:28Z |
| 17 | face_verification_experiment | 642 | 319 | Matlab | 10 | Original Caffe Version for LightCNN-9. Highly recommend to use Pytorch Version (https://github.com/AlfredXiangWu/LightCNN) | 2017-02-10T09:19:33Z |
| 18 | toolbox | 629 | 433 | Matlab | 33 | Piotr's Image & Video Matlab Toolbox | 2018-06-27T18:31:45Z |
| 19 | export_fig | 590 | 196 | Matlab | 39 | A MATLAB toolbox for exporting publication quality figures | 2018-12-13T00:07:13Z |
| 20 | Octave | 583 | 383 | Matlab | 8 | my octave exercises for 2011 stanford machine learning class, posted after the due date of course | 2018-05-27T20:44:28Z |
| 21 | edges | 536 | 297 | Matlab | 11 | Structured Edge Detection Toolbox | 2016-07-06T17:58:06Z |
| 22 | voc-dpm | 487 | 293 | Matlab | 14 | Object detection system using deformable part models (DPMs) and latent SVM (voc-release5). You may want to use the latest tarball on my website. The github code may include code changes that have not been tested as thoroughly and will not necessarily reproduce the results on the website. | 2017-04-03T16:06:41Z |
| 23 | omniglot | 480 | 161 | Matlab | 1 | Omniglot data set for one-shot learning | 2016-03-20T21:10:47Z |
| 24 | mexopencv | 478 | 259 | Matlab | 17 | Collection and a development kit of matlab mex functions for OpenCV library | 2018-12-16T22:07:19Z |
| 25 | CNN-for-Image-Retrieval | 463 | 200 | Matlab | 2 | :sunrise:The code of post "Image retrieval using MatconvNet and pre-trained imageNet" | 2017-10-07T02:58:13Z |
| 26 | Stanford-Machine-Learning-Course | 445 | 323 | Matlab | 1 | machine learning course programming exercise | 2011-12-25T10:04:23Z |
| 27 | lrslibrary | 419 | 237 | Matlab | 2 | Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos | 2018-04-08T18:49:08Z |
| 28 | ICNet | 418 | 150 | Matlab | 22 | ICNet for Real-Time Semantic Segmentation on High-Resolution Images, ECCV2018 | 2017-06-18T07:37:53Z |
| 29 | Gait-Tracking-With-x-IMU | 406 | 267 | Matlab | 6 | None | 2017-08-03T13:31:31Z |
| 30 | FaceVerification | 398 | 238 | Matlab | 54 | An Experimental Implementation of Face Verification, 96.8% on LFW. | 2018-01-16T10:23:24Z |
| 31 | siamese-fc | 395 | 186 | Matlab | 26 | Arbitrary object tracking at 50-100 FPS with Fully Convolutional Siamese networks. | 2018-03-27T16:35:39Z |
| 32 | Detect-Track | 388 | 84 | Matlab | 17 | Code release for "Detect to Track and Track to Detect", ICCV 2017 | 2018-07-03T16:38:41Z |
| 33 | refinenet | 381 | 126 | Matlab | 0 | RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation | 2018-02-14T05:39:09Z |
| 34 | DnCNN | 380 | 188 | Matlab | 2 | Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017) | 2018-12-08T06:44:13Z |
| 35 | exemplarsvm | 376 | 155 | Matlab | 23 | Ensemble of Exemplar-SVMs for Object Detection and Beyond | 2015-10-24T17:52:03Z |
| 36 | ECO | 375 | 184 | Matlab | 12 | Matlab implementation of the ECO tracker. | 2017-07-08T04:05:36Z |
| 37 | activityrecognition | 374 | 203 | MATLAB | 0 | Resources about activity recognition-行为识别资料 | 2018-12-30T02:26:05Z |
| 38 | cfnet | 352 | 104 | Matlab | 20 | [CVPR'17] Training a Correlation Filter end-to-end allows lightweight networks of 2 layers (600 kB) to high performance at fast speed.. | 2018-05-31T13:59:08Z |
| 39 | SFD | 351 | 102 | Matlab | 0 | S³FD: Single Shot Scale-invariant Face Detector, ICCV, 2017 | 2018-10-17T15:02:16Z |
| 40 | SemanticSoftSegmentation | 339 | 92 | Matlab | 4 | Spectral segmentation described in Aksoy et al., "Semantic Soft Segmentation", ACM TOG (Proc. SIGGRAPH), 2018 | 2018-07-30T12:54:45Z |
| 41 | convnet-burden | 324 | 39 | Matlab | 2 | Memory consumption and FLOP count estimates for convnets | 2018-09-05T21:54:54Z |
| 42 | hashing-baseline-for-image-retrieval | 323 | 194 | MATLAB | 2 | :octocat:Various hashing methods for image retrieval and serves as the baselines | 2018-12-26T14:51:07Z |
| 43 | SPP_net | 319 | 220 | Matlab | 20 | SPP_net : Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition | 2016-07-11T08:56:26Z |
| 44 | ml-class | 314 | 274 | Matlab | 6 | Machine learning programming exercises | 2017-05-14T13:08:24Z |
| 45 | AMSoftmax | 310 | 94 | Matlab | 4 | A simple yet effective loss function for face verification. | 2018-08-03T02:13:10Z |
| 46 | MDP_Tracking | 309 | 150 | Matlab | 11 | Learning to Track: Online Multi-Object Tracking by Decision Making | 2017-03-13T03:55:31Z |
| 47 | face-alignment | 306 | 192 | Matlab | 31 | Face alignment in 3000 FPS | 2017-02-06T20:33:50Z |
| 48 | LapSRN | 301 | 91 | Matlab | 5 | Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution (CVPR 2017) | 2017-12-09T18:38:42Z |
| 49 | machine-learning-octave | 300 | 41 | MATLAB | 0 | 🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained | 2018-12-22T08:52:56Z |
| 50 | ml-class-assignments | 300 | 292 | Matlab | 6 | Programming Exercises on http://ml-class.org | 2017-08-20T09:52:30Z |
| 51 | DeconvNet | 296 | 140 | Matlab | 10 | DeconvNet : Learning Deconvolution Network for Semantic Segmentation | 2015-06-23T08:26:49Z |
| 52 | DukeMTMC-reID_evaluation | 294 | 86 | MATLAB | 0 | ICCV2017 The Person re-ID Evaluation Code for DukeMTMC-reID Dataset (Including Dataset Download) | 2018-12-20T07:48:47Z |
| 53 | SelfExSR | 289 | 158 | Matlab | 4 | Single Image Super-Resolution from Transformed Self-Exemplars (CVPR 2015) | 2016-05-31T16:29:23Z |
| 54 | NormFace | 288 | 95 | Matlab | 5 | NormFace: L2 HyperSphere Embedding for Face Verification, 99.21% on LFW | 2017-12-13T02:15:01Z |
| 55 | fashion-detection | 287 | 74 | Matlab | 3 | Fashion Detection in the Wild (Deep Clothes Detector) | 2017-06-28T08:10:22Z |
| 56 | rcnn-depth | 262 | 132 | Matlab | 27 | Learning Rich Features from RGB-D Images for Object Detection and Segmentation | 2016-10-07T05:34:04Z |
| 57 | machineLearning | 262 | 600 | Matlab | 10 | supervised & unsupervised algorithms from Andrew Ng's machine learning class | 2018-04-20T21:19:40Z |
| 58 | VAD | 257 | 82 | Matlab | 12 | Voice activity detection (VAD) toolkit including DNN, bDNN, LSTM and ACAM based VAD. We also provide our directly recorded dataset. | 2018-12-10T15:40:19Z |
| 59 | matlab-schemer | 255 | 72 | Matlab | 5 | Apply and save color schemes in MATLAB with ease. | 2018-10-02T17:03:33Z |
| 60 | gramm | 255 | 88 | Matlab | 12 | Gramm is a complete data visualization toolbox for Matlab. It provides an easy to use and high-level interface to produce publication-quality plots of complex data with varied statistical visualizations. Gramm is inspired by R's ggplot2 library. | 2018-11-18T13:05:01Z |
| 61 | Deep-Metric-Learning-CVPR16 | 251 | 111 | Matlab | 4 | Main repository for Deep Metric Learning via Lifted Structured Feature Embedding | 2016-09-11T06:43:28Z |
| 62 | bnt | 249 | 158 | Matlab | 61 | Bayes Net Toolbox for Matlab | 2018-12-03T09:23:43Z |
| 63 | fieldtrip | 245 | 296 | MATLAB | 39 | The MATLAB toolbox for MEG, EEG and iEEG analysis | 2018-12-27T21:15:48Z |
| 64 | caffe-vdsr | 241 | 118 | Matlab | 4 | A Caffe-based implementation of very deep convolution network for image super-resolution | 2017-04-24T08:54:32Z |
| 65 | BTCpredictor | 238 | 92 | Matlab | 3 | Bitcoin price prediction algorithm using bayesian regression techniques | 2018-01-07T04:40:22Z |
| 66 | fashion-landmarks | 235 | 78 | Matlab | 6 | Fashion Landmark Detection in the Wild | 2017-06-28T08:16:12Z |
| 67 | IRCNN | 235 | 90 | Matlab | 4 | Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) | 2018-08-13T08:02:08Z |
| 68 | BeatTheBookie | 233 | 65 | Matlab | 0 | Betting Strategy to Beat the Bookies at Football Games | 2018-12-09T01:02:17Z |
| 69 | cs229 | 233 | 73 | Matlab | 0 | Stanford CS229 (Autumn 2017) | 2018-01-16T03:52:51Z |
| 70 | deeplearningsourceseparation | 230 | 91 | Matlab | 0 | Deep Recurrent Neural Networks for Source Separation | 2018-01-21T03:58:30Z |
| 71 | feature-extraction | 229 | 108 | Matlab | 6 | Computer vision feature extraction toolbox for image classification | 2017-02-23T17:10:08Z |
| 72 | FaceDatasets | 227 | 89 | Matlab | 8 | Some scripts to process face datasets. | 2018-09-16T12:07:31Z |
| 73 | cocostuff10k | 227 | 51 | Matlab | 0 | The official homepage of the (outdated) COCO-Stuff 10K dataset. | 2018-03-24T14:27:04Z |
| 74 | SIMS | 227 | 33 | Matlab | 3 | Semi-parametric Image Synthesis | 2018-07-21T15:28:38Z |
| 75 | vot-toolkit | 226 | 136 | Matlab | 36 | Visual Object Tracking (VOT) challenge evaluation toolkit | 2018-09-21T13:01:13Z |
| 76 | GazeCapture | 225 | 85 | Matlab | 5 | Eye Tracking for Everyone | 2018-08-22T19:03:13Z |
| 77 | chebfun | 225 | 62 | Matlab | 224 | Chebfun: numerical computing with functions. | 2018-12-10T22:52:41Z |
| 78 | clothing-co-parsing | 220 | 63 | Matlab | 2 | CCP dataset from "Clothing Co-Parsing by Joint Image Segmentation and Labeling " (CVPR 2014) | 2016-05-22T06:27:39Z |
| 79 | flandmark | 216 | 154 | Matlab | 20 | Open-source implementation of facial landmark detector | 2018-07-26T23:40:18Z |
| 80 | machine-learning-coursera | 213 | 209 | Matlab | 8 | Programming assignments from Coursera's Machine Learning course taught by Andrew Ng. | 2018-05-26T19:40:50Z |
| 81 | gptoolbox | 212 | 86 | MATLAB | 33 | Matlab toolbox for Geometry Processing. | 2018-12-24T17:21:53Z |
| 82 | sparseFiltering | 210 | 57 | Matlab | 0 | Sparse Filtering | 2011-11-27T23:22:37Z |
| 83 | RSA-for-object-detection | 209 | 74 | Matlab | 3 | Code and some data for 'Recurrent Scale Approximation for Object Detection in CNN' in ICCV 2017 | 2017-11-23T08:51:43Z |
| 84 | netvlad | 205 | 76 | Matlab | 0 | NetVLAD: CNN architecture for weakly supervised place recognition | 2017-07-22T17:41:15Z |
| 85 | MachineLearning | 205 | 184 | Matlab | 1 | Exercises for the Stanford/Coursera Machine Learning Class | 2012-07-15T00:57:36Z |
| 86 | LayoutNet | 203 | 53 | Matlab | 16 | Torch implementation for CVPR 18 paper: "LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image" | 2018-12-08T03:54:02Z |
| 87 | Mask-RCNN | 199 | 131 | Matlab | 10 | Implementation of Mask-RCNN in Caffe https://arxiv.org/pdf/1703.06870.pdf | 2017-08-08T04:16:43Z |
| 88 | LightNet | 195 | 105 | Matlab | 0 | Efficient, transparent deep learning in hundreds of lines of code. | 2018-09-24T03:56:35Z |
| 89 | Hierarchical-Neural-Autoencoder | 194 | 68 | Matlab | 3 | None | 2015-09-30T17:19:22Z |
| 90 | MATLAB-Online | 189 | 126 | Matlab | 52 | MATLAB Online Toolbox - Create interactive charts in your web browser with MATLAB and Plotly | 2018-07-27T19:48:15Z |
| 91 | deepmat | 187 | 92 | Matlab | 4 | Matlab Code for Restricted/Deep Boltzmann Machines and Autoencoders | 2015-04-23T12:14:10Z |
| 92 | robotics-toolbox-matlab | 187 | 130 | MATLAB | 23 | Robotics Toolbox for MATLAB | 2019-01-02T06:06:40Z |
| 93 | mcg | 185 | 112 | Matlab | 3 | Multiscale Combinatorial Grouping - Object Proposals and Segmentation | 2018-07-20T01:55:29Z |
| 94 | staple | 183 | 95 | Matlab | 2 | Code for the tracker described in the CVPR16 paper "Staple: Complementary Learners for Real-Time Tracking" | 2017-04-25T16:36:08Z |
| 95 | JULE.torch | 182 | 63 | Matlab | 11 | Torch code for our CVPR 2016 paper "Joint Unsupervised LEarning of Deep Representations and Image Clusters" | 2017-09-19T16:40:20Z |
| 96 | mvcnn | 180 | 93 | MATLAB | 9 | Multi-view CNN (MVCNN) for shape recognition | 2019-01-03T20:27:20Z |
| 97 | CF2 | 180 | 107 | Matlab | 3 | Hierarchical Convolutional Features for Visual Tracking (ICCV 2015) | 2018-12-06T00:58:53Z |
| 98 | RenderForCNN | 176 | 73 | Matlab | 9 | Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views | 2018-03-21T04:43:29Z |
| 99 | TCDCN-face-alignment | 176 | 79 | Matlab | 4 | Matlab implementation of facial landmark detection by deep multi-task learning | 2016-10-25T06:16:44Z |
| 100 | hctsa | 171 | 98 | MATLAB | 5 | Highly comparative time-series analysis code repository | 2018-12-26T22:28:27Z |