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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 | 9234 | 1328 | Matlab | 30 | Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511 | 2017-08-12T08:07:42Z |
| 2 | PRMLT | 4149 | 1783 | MATLAB | 0 | Matlab code for machine learning algorithms in book PRML | 2019-07-25T08:12:43Z |
| 3 | OpenFace | 3824 | 1288 | MATLAB | 129 | OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation. | 2019-07-17T07:04:52Z |
| 4 | DeepLearnToolbox | 3348 | 2175 | Matlab | 82 | 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 |
| 5 | faster_rcnn | 2114 | 1123 | Matlab | 139 | Faster R-CNN | 2018-07-26T04:26:32Z |
| 6 | MTCNN_face_detection_alignment | 2054 | 846 | Matlab | 42 | Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks | 2018-04-04T03:17:19Z |
| 7 | OpenTLD | 2054 | 1286 | Matlab | 38 | 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 |
| 8 | rcnn | 1857 | 879 | Matlab | 55 | R-CNN: Regions with Convolutional Neural Network Features | 2017-04-03T16:16:14Z |
| 9 | eviltransform | 1747 | 391 | Matlab | 13 | Transport coordinate between earth(WGS-84) and mars in china(GCJ-02). | 2018-11-23T17:35:39Z |
| 10 | Coding-Guide | 1305 | 179 | MATLAB | 0 | 自己随手记录的东西 | 2019-05-15T06:25:51Z |
| 11 | crfasrnn | 1263 | 471 | 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/ | 2019-06-05T10:13:53Z |
| 12 | R-FCN | 1126 | 516 | Matlab | 30 | R-FCN: Object Detection via Region-based Fully Convolutional Networks | 2017-05-05T15:50:59Z |
| 13 | CAM | 984 | 298 | Matlab | 8 | Class Activation Mapping | 2018-05-02T19:30:19Z |
| 14 | tiny | 983 | 300 | MATLAB | 10 | Tiny Face Detector, CVPR 2017 | 2019-07-30T19:46:58Z |
| 15 | machine-learning-coursera-1 | 919 | 828 | None | 6 | This repo is specially created for all the work done my me as a part of Coursera's Machine Learning Course. | 2019-07-28T13:49:39Z |
| 16 | BPL | 903 | 306 | Matlab | 0 | Bayesian Program Learning model for one-shot learning | 2015-12-28T20:48:56Z |
| 17 | matlab2tikz | 787 | 189 | MATLAB | 207 | This program converts MATLAB®/Octave figures to TikZ/pgfplots figures for smooth integration into LaTeX. | 2019-07-12T14:59:00Z |
| 18 | toolbox | 693 | 466 | Matlab | 38 | Piotr's Image & Video Matlab Toolbox | 2019-05-06T18:46:16Z |
| 19 | face_verification_experiment | 685 | 327 | Matlab | 2 | Original Caffe Version for LightCNN-9. Highly recommend to use Pytorch Version (https://github.com/AlfredXiangWu/LightCNN) | 2017-02-10T09:19:33Z |
| 20 | export_fig | 674 | 228 | MATLAB | 40 | A MATLAB toolbox for exporting publication quality figures | 2019-08-06T13:52:13Z |
| 21 | omniglot | 666 | 211 | MATLAB | 1 | Omniglot data set for one-shot learning | 2019-02-13T15:11:01Z |
| 22 | Octave | 657 | 414 | Matlab | 10 | my octave exercises for 2011 stanford machine learning class, posted after the due date of course | 2019-07-21T21:17:53Z |
| 23 | edges | 599 | 321 | Matlab | 16 | Structured Edge Detection Toolbox | 2016-07-06T17:58:06Z |
| 24 | DnCNN | 564 | 296 | MATLAB | 11 | Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017) | 2019-03-30T02:50:05Z |
| 25 | convnet-burden | 533 | 78 | MATLAB | 4 | Memory consumption and FLOP count estimates for convnets | 2019-01-17T11:15:00Z |
| 26 | CNN-for-Image-Retrieval | 526 | 219 | MATLAB | 3 | :sunrise:The code of post "Image retrieval using MatconvNet and pre-trained imageNet" | 2019-07-14T09:12:22Z |
| 27 | mexopencv | 520 | 277 | Matlab | 28 | Collection and a development kit of matlab mex functions for OpenCV library | 2018-12-16T22:07:19Z |
| 28 | voc-dpm | 517 | 301 | Matlab | 17 | 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 |
| 29 | siamese-fc | 497 | 208 | MATLAB | 33 | Arbitrary object tracking at 50-100 FPS with Fully Convolutional Siamese networks. | 2019-05-16T10:10:53Z |
| 30 | ICNet | 497 | 176 | Matlab | 23 | ICNet for Real-Time Semantic Segmentation on High-Resolution Images, ECCV2018 | 2017-06-18T07:37:53Z |
| 31 | lrslibrary | 495 | 272 | Matlab | 2 | Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos | 2018-04-08T18:49:08Z |
| 32 | Gait-Tracking-With-x-IMU | 494 | 300 | Matlab | 10 | None | 2017-08-03T13:31:31Z |
| 33 | activityrecognition | 491 | 249 | MATLAB | 3 | Resources about activity recognition-行为识别资料 | 2019-04-16T01:56:58Z |
| 34 | Stanford-Machine-Learning-Course | 472 | 339 | Matlab | 1 | machine learning course programming exercise | 2011-12-25T10:04:23Z |
| 35 | Detect-Track | 456 | 97 | Matlab | 19 | Code release for "Detect to Track and Track to Detect", ICCV 2017 | 2018-07-03T16:38:41Z |
| 36 | machine-learning-octave | 447 | 108 | MATLAB | 0 | 🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained | 2018-12-22T08:52:56Z |
| 37 | refinenet | 440 | 142 | MATLAB | 0 | RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation | 2019-06-01T05:40:49Z |
| 38 | SemanticSoftSegmentation | 439 | 123 | Matlab | 3 | Spectral segmentation described in Aksoy et al., "Semantic Soft Segmentation", ACM TOG (Proc. SIGGRAPH), 2018 | 2018-07-30T12:54:45Z |
| 39 | SFD | 436 | 127 | Matlab | 0 | S³FD: Single Shot Scale-invariant Face Detector, ICCV, 2017 | 2018-10-17T15:02:16Z |
| 40 | ECO | 436 | 208 | MATLAB | 8 | Matlab implementation of the ECO tracker. | 2019-07-30T17:27:38Z |
| 41 | cfnet | 422 | 131 | Matlab | 22 | [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 |
| 42 | FaceVerification | 416 | 233 | Matlab | 54 | An Experimental Implementation of Face Verification, 96.8% on LFW. | 2018-01-16T10:23:24Z |
| 43 | VAD | 396 | 125 | MATLAB | 22 | Voice activity detection (VAD) toolkit including DNN, bDNN, LSTM and ACAM based VAD. We also provide our directly recorded dataset. | 2019-02-10T16:47:27Z |
| 44 | exemplarsvm | 393 | 158 | Matlab | 23 | Ensemble of Exemplar-SVMs for Object Detection and Beyond | 2015-10-24T17:52:03Z |
| 45 | hashing-baseline-for-image-retrieval | 393 | 220 | MATLAB | 2 | :octocat:Various hashing methods for image retrieval and serves as the baselines | 2019-07-14T09:23:45Z |
| 46 | AMSoftmax | 387 | 109 | Matlab | 6 | A simple yet effective loss function for face verification. | 2018-08-03T02:13:10Z |
| 47 | SelfExSR | 365 | 185 | Matlab | 5 | Single Image Super-Resolution from Transformed Self-Exemplars (CVPR 2015) | 2016-05-31T16:29:23Z |
| 48 | fashion-detection | 360 | 88 | MATLAB | 5 | Fashion Detection in the Wild (Deep Clothes Detector) | 2019-02-27T05:45:06Z |
| 49 | MDP_Tracking | 351 | 164 | Matlab | 17 | Learning to Track: Online Multi-Object Tracking by Decision Making | 2017-03-13T03:55:31Z |
| 50 | matlab-schemer | 345 | 117 | Matlab | 5 | Apply and save color schemes in MATLAB with ease. | 2018-10-02T17:03:33Z |
| 51 | Algorithms_MathModels | 341 | 144 | MATLAB | 0 | 【国赛】【美赛】数学建模相关算法 MATLAB实现 | 2019-07-28T08:28:46Z |
| 52 | SPP_net | 341 | 224 | Matlab | 19 | SPP_net : Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition | 2016-07-11T08:56:26Z |
| 53 | LapSRN | 339 | 103 | Matlab | 3 | Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution (CVPR 2017) | 2017-12-09T18:38:42Z |
| 54 | gramm | 339 | 104 | Matlab | 19 | 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 |
| 55 | IRCNN | 335 | 118 | Matlab | 7 | Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) | 2018-08-13T08:02:08Z |
| 56 | ml-class-assignments | 334 | 325 | Matlab | 7 | Programming Exercises on http://ml-class.org | 2017-08-20T09:52:30Z |
| 57 | NormFace | 327 | 103 | Matlab | 5 | NormFace: L2 HyperSphere Embedding for Face Verification, 99.21% on LFW | 2017-12-13T02:15:01Z |
| 58 | fieldtrip | 326 | 354 | MATLAB | 56 | The MATLAB toolbox for MEG, EEG and iEEG analysis | 2019-08-16T14:28:51Z |
| 59 | ml-class | 321 | 275 | Matlab | 6 | Machine learning programming exercises | 2017-05-14T13:08:24Z |
| 60 | face-alignment | 318 | 195 | Matlab | 31 | Face alignment in 3000 FPS | 2017-02-06T20:33:50Z |
| 61 | DeconvNet | 305 | 148 | Matlab | 10 | DeconvNet : Learning Deconvolution Network for Semantic Segmentation | 2015-06-23T08:26:49Z |
| 62 | robotics-toolbox-matlab | 299 | 189 | MATLAB | 40 | Robotics Toolbox for MATLAB | 2019-08-04T23:40:08Z |
| 63 | BeatTheBookie | 298 | 94 | Matlab | 0 | Betting Strategy to Beat the Bookies at Football Games | 2018-12-09T01:02:17Z |
| 64 | rcnn-depth | 285 | 139 | Matlab | 28 | Learning Rich Features from RGB-D Images for Object Detection and Segmentation | 2016-10-07T05:34:04Z |
| 65 | fashion-landmarks | 282 | 96 | Matlab | 6 | Fashion Landmark Detection in the Wild | 2017-06-28T08:16:12Z |
| 66 | bnt | 281 | 175 | Matlab | 65 | Bayes Net Toolbox for Matlab | 2019-07-28T01:17:05Z |
| 67 | vot-toolkit | 280 | 143 | MATLAB | 25 | Visual Object Tracking (VOT) challenge evaluation toolkit | 2019-06-04T09:53:10Z |
| 68 | cs229 | 280 | 104 | Matlab | 0 | Stanford CS229 (Autumn 2017) | 2018-01-16T03:52:51Z |
| 69 | machineLearning | 279 | 599 | Matlab | 10 | supervised & unsupervised algorithms from Andrew Ng's machine learning class | 2018-04-20T21:19:40Z |
| 70 | FaceDatasets | 278 | 107 | Matlab | 9 | Some scripts to process face datasets. | 2018-09-16T12:07:31Z |
| 71 | clothing-co-parsing | 277 | 76 | MATLAB | 1 | CCP dataset from "Clothing Co-Parsing by Joint Image Segmentation and Labeling " (CVPR 2014) | 2019-05-21T22:12:02Z |
| 72 | deeplearningsourceseparation | 273 | 109 | Matlab | 2 | Deep Recurrent Neural Networks for Source Separation | 2018-01-21T03:58:30Z |
| 73 | Deep-Metric-Learning-CVPR16 | 272 | 115 | Matlab | 5 | Main repository for Deep Metric Learning via Lifted Structured Feature Embedding | 2016-09-11T06:43:28Z |
| 74 | chebfun | 272 | 80 | MATLAB | 222 | Chebfun: numerical computing with functions. | 2019-08-16T14:57:15Z |
| 75 | Coursera-Machine-Learning-Stanford | 264 | 246 | Matlab | 1 | Machine learning-Stanford University | 2018-10-17T12:00:57Z |
| 76 | gptoolbox | 263 | 103 | MATLAB | 37 | Matlab toolbox for Geometry Processing. | 2019-05-21T10:36:08Z |
| 77 | LayoutNet | 261 | 70 | MATLAB | 24 | Torch implementation for CVPR 18 paper: "LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image" | 2019-06-12T18:50:02Z |
| 78 | BTCpredictor | 253 | 95 | Matlab | 3 | Bitcoin price prediction algorithm using bayesian regression techniques | 2018-01-07T04:40:22Z |
| 79 | caffe-vdsr | 252 | 123 | Matlab | 6 | A Caffe-based implementation of very deep convolution network for image super-resolution | 2019-03-28T13:54:46Z |
| 80 | netvlad | 249 | 82 | Matlab | 0 | NetVLAD: CNN architecture for weakly supervised place recognition | 2017-07-22T17:41:15Z |
| 81 | feature-extraction | 243 | 113 | Matlab | 7 | Computer vision feature extraction toolbox for image classification | 2019-02-12T12:47:33Z |
| 82 | SIMS | 240 | 35 | Matlab | 4 | Semi-parametric Image Synthesis | 2018-07-21T15:28:38Z |
| 83 | cocostuff10k | 238 | 52 | Matlab | 0 | The official homepage of the (outdated) COCO-Stuff 10K dataset. | 2018-03-24T14:27:04Z |
| 84 | RSA-for-object-detection | 236 | 79 | Matlab | 3 | Code and some data for 'Recurrent Scale Approximation for Object Detection in CNN' in ICCV 2017 | 2017-11-23T08:51:43Z |
| 85 | hctsa | 233 | 126 | MATLAB | 5 | Highly comparative time-series analysis code repository | 2019-07-11T01:10:10Z |
| 86 | Mathematics | 223 | 87 | MATLAB | 0 | 数学知识点滴积累 矩阵 数值优化 神经网络反向传播 图优化 概率论 随机过程 卡尔曼滤波 粒子滤波 | 2019-04-03T04:26:15Z |
| 87 | Mask-RCNN | 222 | 149 | MATLAB | 10 | Implementation of Mask-RCNN in Caffe https://arxiv.org/pdf/1703.06870.pdf | 2019-06-21T16:29:15Z |
| 88 | mvcnn | 221 | 102 | MATLAB | 10 | Multi-view CNN (MVCNN) for shape recognition | 2019-01-03T20:27:20Z |
| 89 | machine-learning-coursera | 220 | 204 | Matlab | 8 | Programming assignments from Coursera's Machine Learning course taught by Andrew Ng. | 2018-05-26T19:40:50Z |
| 90 | flandmark | 219 | 152 | Matlab | 20 | Open-source implementation of facial landmark detector | 2018-07-26T23:40:18Z |
| 91 | SRMD | 218 | 57 | Matlab | 13 | Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) | 2018-11-27T11:10:42Z |
| 92 | LightNet | 215 | 112 | MATLAB | 0 | Efficient, transparent deep learning in hundreds of lines of code. | 2019-04-25T14:54:07Z |
| 93 | mcg | 214 | 123 | Matlab | 3 | Multiscale Combinatorial Grouping - Object Proposals and Segmentation | 2018-07-20T01:55:29Z |
| 94 | machine-learning-programming-assignments-coursera-andrew-ng | 211 | 204 | Matlab | 6 | Solutions to Andrew NG's machine learning course on Coursera | 2019-05-22T04:37:43Z |
| 95 | MachineLearning | 211 | 186 | Matlab | 1 | Exercises for the Stanford/Coursera Machine Learning Class | 2012-07-15T00:57:36Z |
| 96 | JULE.torch | 210 | 75 | Matlab | 15 | Torch code for our CVPR 2016 paper "Joint Unsupervised LEarning of Deep Representations and Image Clusters" | 2017-09-19T16:40:20Z |
| 97 | MATLAB-Online | 209 | 137 | Matlab | 54 | MATLAB Online Toolbox - Create interactive charts in your web browser with MATLAB and Plotly | 2019-04-18T08:00:28Z |
| 98 | sparseFiltering | 208 | 58 | Matlab | 0 | Sparse Filtering | 2011-11-27T23:22:37Z |
| 99 | coursera-machine-learning | 207 | 368 | Matlab | 2 | Coursera's Machine Learning by Andrew Ng | 2017-08-01T19:40:59Z |
| 100 | 2DASL | 203 | 50 | MATLAB | 9 | The code (pytorch for testing & matlab for 3D plot and evaluation) for our project: Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning (2DASL) | 2019-07-08T01:12:33Z |