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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 | 8712 | 1239 | Matlab | 28 | Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511 | 2017-08-12T08:07:42Z |
| 2 | PRMLT | 3614 | 1605 | Matlab | 0 | Matlab code for machine learning algorithms in book PRML | 2018-12-06T16:06:02Z |
| 3 | DeepLearnToolbox | 3201 | 2101 | 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 | 2028 | 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 | 1946 | 1044 | Matlab | 139 | Faster R-CNN | 2018-07-26T04:26:32Z |
| 6 | rcnn | 1699 | 830 | Matlab | 55 | R-CNN: Regions with Convolutional Neural Network Features | 2017-04-03T16:16:14Z |
| 7 | MTCNN_face_detection_alignment | 1612 | 730 | Matlab | 39 | Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks | 2018-04-04T03:17:19Z |
| 8 | eviltransform | 1596 | 359 | Matlab | 13 | Transport coordinate between earth(WGS-84) and mars in china(GCJ-02). | 2018-11-23T17:35:39Z |
| 9 | Coding-Guide | 1199 | 178 | Matlab | 0 | 自己随手记录的东西 | 2018-12-13T12:14:07Z |
| 10 | crfasrnn | 1195 | 449 | MATLAB | 47 | 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 |
| 11 | R-FCN | 1022 | 485 | Matlab | 30 | R-FCN: Object Detection via Region-based Fully Convolutional Networks | 2017-05-05T15:50:59Z |
| 12 | BPL | 874 | 295 | Matlab | 0 | Bayesian Program Learning model for one-shot learning | 2015-12-28T20:48:56Z |
| 13 | tiny | 871 | 268 | Matlab | 7 | Tiny Face Detector, CVPR 2017 | 2018-11-23T00:09:06Z |
| 14 | machine-learning-coursera-1 | 820 | 736 | None | 6 | This repo is specially created for all the work done my me as a part of Coursera's Machine Learning Course. | 2019-01-10T15:42:48Z |
| 15 | CAM | 779 | 236 | Matlab | 7 | Class Activation Mapping | 2018-05-02T19:30:19Z |
| 16 | matlab2tikz | 679 | 170 | Matlab | 203 | This program converts MATLAB®/Octave figures to TikZ/pgfplots figures for smooth integration into LaTeX. | 2019-01-17T09:04:34Z |
| 17 | face_verification_experiment | 646 | 322 | 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 | 630 | 436 | Matlab | 33 | Piotr's Image & Video Matlab Toolbox | 2018-06-27T18:31:45Z |
| 19 | export_fig | 598 | 199 | MATLAB | 39 | A MATLAB toolbox for exporting publication quality figures | 2019-01-13T11:19:33Z |
| 20 | Octave | 589 | 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 | 541 | 296 | Matlab | 12 | Structured Edge Detection Toolbox | 2016-07-06T17:58:06Z |
| 22 | voc-dpm | 487 | 295 | Matlab | 15 | 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 | 483 | 163 | MATLAB | 1 | Omniglot data set for one-shot learning | 2019-01-19T17:57:13Z |
| 24 | mexopencv | 479 | 260 | Matlab | 17 | Collection and a development kit of matlab mex functions for OpenCV library | 2018-12-16T22:07:19Z |
| 25 | CNN-for-Image-Retrieval | 466 | 200 | Matlab | 3 | :sunrise:The code of post "Image retrieval using MatconvNet and pre-trained imageNet" | 2017-10-07T02:58:13Z |
| 26 | Stanford-Machine-Learning-Course | 445 | 327 | Matlab | 1 | machine learning course programming exercise | 2011-12-25T10:04:23Z |
| 27 | lrslibrary | 423 | 241 | Matlab | 2 | Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos | 2018-04-08T18:49:08Z |
| 28 | ICNet | 423 | 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 | 415 | 270 | Matlab | 7 | None | 2017-08-03T13:31:31Z |
| 30 | siamese-fc | 400 | 187 | Matlab | 26 | Arbitrary object tracking at 50-100 FPS with Fully Convolutional Siamese networks. | 2018-03-27T16:35:39Z |
| 31 | FaceVerification | 399 | 238 | Matlab | 54 | An Experimental Implementation of Face Verification, 96.8% on LFW. | 2018-01-16T10:23:24Z |
| 32 | Detect-Track | 394 | 85 | Matlab | 18 | Code release for "Detect to Track and Track to Detect", ICCV 2017 | 2018-07-03T16:38:41Z |
| 33 | DnCNN | 388 | 199 | Matlab | 2 | Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017) | 2018-12-08T06:44:13Z |
| 34 | refinenet | 386 | 126 | Matlab | 0 | RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation | 2018-02-14T05:39:09Z |
| 35 | activityrecognition | 384 | 206 | MATLAB | 1 | Resources about activity recognition-行为识别资料 | 2018-12-30T02:26:05Z |
| 36 | ECO | 380 | 184 | Matlab | 12 | Matlab implementation of the ECO tracker. | 2017-07-08T04:05:36Z |
| 37 | exemplarsvm | 377 | 155 | Matlab | 23 | Ensemble of Exemplar-SVMs for Object Detection and Beyond | 2015-10-24T17:52:03Z |
| 38 | SFD | 362 | 105 | Matlab | 0 | S³FD: Single Shot Scale-invariant Face Detector, ICCV, 2017 | 2018-10-17T15:02:16Z |
| 39 | cfnet | 355 | 106 | 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 |
| 40 | SemanticSoftSegmentation | 345 | 95 | Matlab | 5 | Spectral segmentation described in Aksoy et al., "Semantic Soft Segmentation", ACM TOG (Proc. SIGGRAPH), 2018 | 2018-07-30T12:54:45Z |
| 41 | convnet-burden | 334 | 42 | MATLAB | 2 | Memory consumption and FLOP count estimates for convnets | 2019-01-17T11:15:00Z |
| 42 | hashing-baseline-for-image-retrieval | 327 | 196 | MATLAB | 2 | :octocat:Various hashing methods for image retrieval and serves as the baselines | 2018-12-26T14:51:07Z |
| 43 | machine-learning-octave | 320 | 50 | MATLAB | 0 | 🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained | 2018-12-22T08:52:56Z |
| 44 | SPP_net | 320 | 221 | Matlab | 20 | SPP_net : Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition | 2016-07-11T08:56:26Z |
| 45 | ml-class | 319 | 274 | Matlab | 6 | Machine learning programming exercises | 2017-05-14T13:08:24Z |
| 46 | AMSoftmax | 316 | 96 | Matlab | 5 | A simple yet effective loss function for face verification. | 2018-08-03T02:13:10Z |
| 47 | MDP_Tracking | 311 | 152 | Matlab | 11 | Learning to Track: Online Multi-Object Tracking by Decision Making | 2017-03-13T03:55:31Z |
| 48 | face-alignment | 308 | 192 | Matlab | 31 | Face alignment in 3000 FPS | 2017-02-06T20:33:50Z |
| 49 | LapSRN | 303 | 92 | Matlab | 3 | Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution (CVPR 2017) | 2017-12-09T18:38:42Z |
| 50 | ml-class-assignments | 303 | 293 | Matlab | 6 | Programming Exercises on http://ml-class.org | 2017-08-20T09:52:30Z |
| 51 | DukeMTMC-reID_evaluation | 301 | 87 | MATLAB | 0 | ICCV2017 The Person re-ID Evaluation Code for DukeMTMC-reID Dataset (Including Dataset Download) | 2019-01-07T03:43:50Z |
| 52 | DeconvNet | 297 | 141 | Matlab | 10 | DeconvNet : Learning Deconvolution Network for Semantic Segmentation | 2015-06-23T08:26:49Z |
| 53 | fashion-detection | 292 | 75 | Matlab | 3 | Fashion Detection in the Wild (Deep Clothes Detector) | 2017-06-28T08:10:22Z |
| 54 | SelfExSR | 291 | 159 | Matlab | 4 | Single Image Super-Resolution from Transformed Self-Exemplars (CVPR 2015) | 2016-05-31T16:29:23Z |
| 55 | NormFace | 291 | 95 | Matlab | 5 | NormFace: L2 HyperSphere Embedding for Face Verification, 99.21% on LFW | 2017-12-13T02:15:01Z |
| 56 | VAD | 270 | 83 | 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 |
| 57 | rcnn-depth | 263 | 132 | Matlab | 27 | Learning Rich Features from RGB-D Images for Object Detection and Segmentation | 2016-10-07T05:34:04Z |
| 58 | gramm | 263 | 92 | Matlab | 14 | 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 |
| 59 | machineLearning | 261 | 599 | Matlab | 10 | supervised & unsupervised algorithms from Andrew Ng's machine learning class | 2018-04-20T21:19:40Z |
| 60 | matlab-schemer | 257 | 73 | Matlab | 5 | Apply and save color schemes in MATLAB with ease. | 2018-10-02T17:03:33Z |
| 61 | Deep-Metric-Learning-CVPR16 | 253 | 111 | Matlab | 4 | Main repository for Deep Metric Learning via Lifted Structured Feature Embedding | 2016-09-11T06:43:28Z |
| 62 | fieldtrip | 253 | 303 | MATLAB | 45 | The MATLAB toolbox for MEG, EEG and iEEG analysis | 2019-01-17T16:09:04Z |
| 63 | bnt | 252 | 159 | Matlab | 61 | Bayes Net Toolbox for Matlab | 2018-12-03T09:23:43Z |
| 64 | caffe-vdsr | 240 | 119 | Matlab | 4 | A Caffe-based implementation of very deep convolution network for image super-resolution | 2017-04-24T08:54:32Z |
| 65 | fashion-landmarks | 240 | 80 | Matlab | 6 | Fashion Landmark Detection in the Wild | 2017-06-28T08:16:12Z |
| 66 | IRCNN | 240 | 95 | Matlab | 4 | Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) | 2018-08-13T08:02:08Z |
| 67 | BTCpredictor | 240 | 92 | Matlab | 3 | Bitcoin price prediction algorithm using bayesian regression techniques | 2018-01-07T04:40:22Z |
| 68 | BeatTheBookie | 237 | 67 | Matlab | 0 | Betting Strategy to Beat the Bookies at Football Games | 2018-12-09T01:02:17Z |
| 69 | FaceDatasets | 236 | 91 | Matlab | 8 | Some scripts to process face datasets. | 2018-09-16T12:07:31Z |
| 70 | deeplearningsourceseparation | 235 | 92 | Matlab | 0 | Deep Recurrent Neural Networks for Source Separation | 2018-01-21T03:58:30Z |
| 71 | cs229 | 235 | 76 | Matlab | 0 | Stanford CS229 (Autumn 2017) | 2018-01-16T03:52:51Z |
| 72 | vot-toolkit | 230 | 136 | Matlab | 37 | Visual Object Tracking (VOT) challenge evaluation toolkit | 2018-09-21T13:01:13Z |
| 73 | feature-extraction | 230 | 109 | Matlab | 6 | Computer vision feature extraction toolbox for image classification | 2017-02-23T17:10:08Z |
| 74 | clothing-co-parsing | 229 | 65 | Matlab | 2 | CCP dataset from "Clothing Co-Parsing by Joint Image Segmentation and Labeling " (CVPR 2014) | 2016-05-22T06:27:39Z |
| 75 | GazeCapture | 228 | 86 | Matlab | 6 | Eye Tracking for Everyone | 2018-08-22T19:03:13Z |
| 76 | chebfun | 228 | 63 | Matlab | 224 | Chebfun: numerical computing with functions. | 2018-12-10T22:52:41Z |
| 77 | cocostuff10k | 227 | 51 | Matlab | 0 | The official homepage of the (outdated) COCO-Stuff 10K dataset. | 2018-03-24T14:27:04Z |
| 78 | SIMS | 227 | 33 | Matlab | 3 | Semi-parametric Image Synthesis | 2018-07-21T15:28:38Z |
| 79 | flandmark | 216 | 154 | Matlab | 20 | Open-source implementation of facial landmark detector | 2018-07-26T23:40:18Z |
| 80 | machine-learning-coursera | 216 | 209 | Matlab | 8 | Programming assignments from Coursera's Machine Learning course taught by Andrew Ng. | 2018-05-26T19:40:50Z |
| 81 | gptoolbox | 215 | 86 | MATLAB | 35 | Matlab toolbox for Geometry Processing. | 2019-01-13T05:36:52Z |
| 82 | RSA-for-object-detection | 215 | 77 | Matlab | 3 | Code and some data for 'Recurrent Scale Approximation for Object Detection in CNN' in ICCV 2017 | 2017-11-23T08:51:43Z |
| 83 | sparseFiltering | 210 | 57 | Matlab | 0 | Sparse Filtering | 2011-11-27T23:22:37Z |
| 84 | netvlad | 207 | 77 | Matlab | 0 | NetVLAD: CNN architecture for weakly supervised place recognition | 2017-07-22T17:41:15Z |
| 85 | MachineLearning | 206 | 182 | Matlab | 1 | Exercises for the Stanford/Coursera Machine Learning Class | 2012-07-15T00:57:36Z |
| 86 | LayoutNet | 205 | 54 | MATLAB | 16 | Torch implementation for CVPR 18 paper: "LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image" | 2019-01-15T04:39:24Z |
| 87 | Mask-RCNN | 204 | 132 | Matlab | 10 | Implementation of Mask-RCNN in Caffe https://arxiv.org/pdf/1703.06870.pdf | 2017-08-08T04:16:43Z |
| 88 | LightNet | 196 | 106 | Matlab | 0 | Efficient, transparent deep learning in hundreds of lines of code. | 2018-09-24T03:56:35Z |
| 89 | robotics-toolbox-matlab | 196 | 132 | MATLAB | 24 | Robotics Toolbox for MATLAB | 2019-01-19T23:11:13Z |
| 90 | Hierarchical-Neural-Autoencoder | 194 | 68 | Matlab | 3 | None | 2015-09-30T17:19:22Z |
| 91 | MATLAB-Online | 188 | 127 | Matlab | 52 | MATLAB Online Toolbox - Create interactive charts in your web browser with MATLAB and Plotly | 2018-07-27T19:48:15Z |
| 92 | mvcnn | 187 | 97 | MATLAB | 9 | Multi-view CNN (MVCNN) for shape recognition | 2019-01-03T20:27:20Z |
| 93 | deepmat | 186 | 92 | Matlab | 4 | Matlab Code for Restricted/Deep Boltzmann Machines and Autoencoders | 2015-04-23T12:14:10Z |
| 94 | mcg | 185 | 113 | Matlab | 3 | Multiscale Combinatorial Grouping - Object Proposals and Segmentation | 2018-07-20T01:55:29Z |
| 95 | JULE.torch | 184 | 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 | staple | 184 | 95 | Matlab | 2 | Code for the tracker described in the CVPR16 paper "Staple: Complementary Learners for Real-Time Tracking" | 2017-04-25T16:36:08Z |
| 97 | CF2 | 181 | 108 | Matlab | 3 | Hierarchical Convolutional Features for Visual Tracking (ICCV 2015) | 2018-12-06T00:58:53Z |
| 98 | TCDCN-face-alignment | 179 | 79 | Matlab | 5 | Matlab implementation of facial landmark detection by deep multi-task learning | 2016-10-25T06:16:44Z |
| 99 | RenderForCNN | 175 | 73 | Matlab | 9 | Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views | 2018-03-21T04:43:29Z |
| 100 | hctsa | 173 | 98 | MATLAB | 5 | Highly comparative time-series analysis code repository | 2018-12-26T22:28:27Z |