Github-Ranking/Top100/MATLAB.md

Github Ranking

Top 100 Stars in MATLAB

Ranking	Project Name	Stars	Forks	Language	Open Issues	Description	Last Commit
1	deep-photo-styletransfer	10006	1399	MATLAB	29	Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511	2021-08-02T01:07:44Z
2	Book-Mathematical-Foundation-of-Reinforcement-Learning	9839	963	MATLAB	0	This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."	2025-05-16T14:15:13Z
3	OpenFace	7270	1877	MATLAB	339	OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.	2024-06-01T00:44:07Z
4	PRMLT	6150	2158	MATLAB	0	Matlab code of machine learning algorithms in book PRML	2020-03-04T13:50:30Z
5	vrn	4522	746	MATLAB	6	👨 Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"	2022-07-26T00:06:01Z
6	DeepLearnToolbox	3841	2277	MATLAB	69	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
7	Math_Model	3659	706	MATLAB	2	数学建模、美赛、美国大学生数学建模竞赛、全国大学生数学建模竞赛、华为杯研究生数学建模、国赛LaTeX模板、美赛LaTeX模板、mathorcup、电工杯、华中赛、APMCM、深圳杯、中青杯、华东杯、数维杯、东三省数学建模、认证杯、数学建模书籍、常用matlab算法、国赛评阅要点、软件模型算法汇总、智能算法、优化算法、现代的算法	2023-12-01T04:43:53Z
8	Stanford-CS-229	3392	858	MATLAB	3	A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译	2022-03-01T05:11:19Z
9	MTCNN_face_detection_alignment	2858	994	MATLAB	46	Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks	2022-10-11T07:35:47Z
10	faster_rcnn	2765	1221	MATLAB	139	Faster R-CNN	2018-07-26T04:26:32Z
11	eviltransform	2486	478	MATLAB	9	Transport coordinate between earth(WGS-84) and mars in china(GCJ-02).	2024-01-15T01:44:21Z
12	rcnn	2397	979	MATLAB	52	R-CNN: Regions with Convolutional Neural Network Features	2017-04-03T16:16:14Z
13	Algorithms_MathModels	2215	541	MATLAB	1	【国赛】【美赛】数学建模相关算法 MATLAB实现（2018年初整理）	2022-12-25T17:27:52Z
14	OpenTLD	2096	1273	MATLAB	33	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	2022-05-18T19:06:49Z
15	Machine-Learning-homework	1968	669	MATLAB	0	Matlab Coding homework for Machine Learning	2020-04-28T02:45:57Z
16	MCM-ICM	1908	343	MATLAB	2	2004-2020美赛O奖论文	2024-04-09T09:04:33Z
17	CAM	1872	465	MATLAB	20	Class Activation Mapping	2022-09-13T14:02:02Z
18	PlatEMO	1848	492	MATLAB	80	Evolutionary multi-objective optimization platform	2025-04-14T09:27:26Z
19	matlab2tikz	1621	324	MATLAB	249	This program converts MATLAB®/Octave figures to TikZ/pgfplots figures for smooth integration into LaTeX.	2023-10-23T16:48:16Z
20	awesome-low-light-image-enhancement	1590	227	MATLAB	1	This is a resouce list for low light image enhancement	2025-02-17T07:10:41Z
21	DnCNN	1579	545	MATLAB	39	Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)	2021-10-09T22:04:36Z
22	MATLAB-Simulink-Challenge-Project-Hub	1560	332	MATLAB	4	This MATLAB and Simulink Challenge Project Hub contains a list of research and design project ideas. These projects will help you gain practical experience and insight into technology trends and industry directions.	2025-06-12T21:24:15Z
23	Coding-Guide	1459	189	MATLAB	0	自己随手记录的东西	2022-07-12T04:03:24Z
24	omniglot	1386	355	MATLAB	0	Omniglot data set for one-shot learning	2023-02-01T21:28:32Z
25	robotics-toolbox-matlab	1379	455	MATLAB	83	Robotics Toolbox for MATLAB	2023-01-01T21:23:11Z
26	crfasrnn	1343	458	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/	2019-11-30T13:17:39Z
27	export_fig	1316	368	MATLAB	34	A MATLAB toolbox for exporting publication quality figures	2025-05-11T08:54:14Z
28	R-FCN	1249	540	MATLAB	30	R-FCN: Object Detection via Region-based Fully Convolutional Networks	2017-05-05T15:50:59Z
29	matlab-schemer	1234	275	MATLAB	13	Apply and save color schemes in MATLAB with ease.	2023-12-13T03:58:36Z
30	Coursera-Machine-Learning-Stanford	1145	756	MATLAB	2	Machine learning-Stanford University	2025-01-29T12:46:13Z
31	tiny	1138	317	MATLAB	5	Tiny Face Detector, CVPR 2017	2020-03-21T02:04:30Z
32	machine-learning-coursera-1	1124	903	MATLAB	0	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
33	Gait-Tracking-With-x-IMU	1016	418	MATLAB	22	None	2023-10-14T12:00:26Z
34	Image-Fusion	1004	142	MATLAB	13	Deep Learning-based Image Fusion: A Survey	2025-05-05T03:39:55Z
35	quadrotor	996	294	MATLAB	9	Quadrotor control, path planning and trajectory optimization	2024-05-05T00:36:38Z
36	BPL	982	305	MATLAB	0	Bayesian Program Learning model for one-shot learning	2015-12-28T20:48:56Z
37	activityrecognition	924	353	MATLAB	1	Resources about activity recognition-行为识别资料	2019-08-20T05:46:37Z
38	convnet-burden	924	114	MATLAB	5	Memory consumption and FLOP count estimates for convnets	2019-01-17T11:15:00Z
39	fieldtrip	899	745	MATLAB	95	The MATLAB toolbox for MEG, EEG and iEEG analysis	2025-06-03T13:09:24Z
40	MIMO_OFDM	887	291	MATLAB	1	《MIMO-OFDM无线通信技术及MATLAB实现》随书源码	2018-05-11T06:28:47Z
41	SAR-Synthetic-Aperture-Radar	884	261	MATLAB	0	合成孔径雷达 相关。研究生期间学习 SAR/InSAR/PolSAR 相关的代码和总结，毕业后已经离开这个领域了。分享出来，仅此纪念。1）SAR: 成像算法，RD，CS，Radarsat-1数据成像处理。2）InSAR: 人造场景原始回波仿真、成像及干涉处理。包括平地场景和圆锥形场景。3）PolSAR: 极化定标算法，Whitt, PARC, Quegan, Ainsworth。详见 readme.md	2023-11-19T03:15:56Z
42	machine-learning-octave	879	250	MATLAB	0	🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained	2020-07-08T05:58:17Z
43	Matlab-Machine	870	164	MATLAB	0	None	2025-06-02T03:16:41Z
44	VAD	860	235	MATLAB	30	Voice activity detection (VAD) toolkit including DNN, bDNN, LSTM and ACAM based VAD. We also provide our directly recorded dataset.	2021-06-09T07:28:56Z
45	lrslibrary	858	377	MATLAB	3	Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos	2023-03-15T11:54:14Z
46	toolbox	856	496	MATLAB	32	Piotr's Image & Video Matlab Toolbox	2019-05-06T18:46:16Z
47	edges	833	362	MATLAB	17	Structured Edge Detection Toolbox	2019-12-02T22:40:33Z
48	Octave	830	501	MATLAB	5	my octave exercises for 2011 stanford machine learning class, posted after the due date of course	2021-07-02T19:34:38Z
49	NTURGB-D	816	174	MATLAB	23	Info and sample codes for "NTU RGB+D Action Recognition Dataset"	2022-02-18T07:49:02Z
50	Image-Harmonization-Dataset-iHarmony4	783	97	MATLAB	0	[CVPR 2020] The first large-scale public benchmark dataset for image harmonization. The code used in our paper "DoveNet: Deep Image Harmonization via Domain Verification", CVPR2020. Useful for image harmonization, image composition, etc.	2025-05-24T01:08:49Z
51	hctsa	773	334	MATLAB	11	Highly comparative time-series analysis	2025-06-12T23:04:39Z
52	Smart-Algorithm	772	154	MATLAB	2	智能算法-遗传算法、蚁群算法、粒子群算法实现。实现版本Java,Python,MatLab多版本实现	2020-05-10T13:43:07Z
53	Awesome-Speech-Enhancement	769	152	MATLAB	4	A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.	2020-12-01T10:20:50Z
54	Must-Reading-on-ISAC	756	163	MATLAB	3	Must Reading Papers, Research Library, Open-Source Code on Integrated Sensing and Communications (aka. Joint Radar and Communications, Joint Sensing and Communications, Dual-Functional Radar Communications)	2023-07-21T03:21:52Z
55	IMUCalibration-Gesture	755	265	MATLAB	0	calibration for Imu and show gesture	2024-12-12T02:43:34Z
56	Total-Text-Dataset	755	141	MATLAB	6	Total Text Dataset. It consists of 1555 images with more than 3 different text orientations: Horizontal, Multi-Oriented, and Curved, one of a kind.	2023-10-05T05:13:30Z
57	face_verification_experiment	723	324	MATLAB	2	Original Caffe Version for LightCNN-9. Highly recommend to use PyTorch Version (https://github.com/AlfredXiangWu/LightCNN)	2017-02-10T09:19:33Z
58	Mathematics	719	266	MATLAB	2	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 数学函数拟合	2020-09-12T02:38:03Z
59	Signals-and-Systems-course	706	158	MATLAB	0	浙江大学信电学院2022信号与系统课程资料	2022-07-16T04:20:49Z
60	EconometricsResources	695	121	MATLAB	2	经济学相关专业资料集	2022-12-15T03:09:33Z
61	vgg_face2	678	114	MATLAB	5	None	2020-02-18T15:30:05Z
62	CourseraMachineLearning	667	289	MATLAB	0	Coursera Machine Learning By Prof. Andrew Ng	2019-08-28T14:44:00Z
63	mexopencv	664	319	MATLAB	37	Collection and a development kit of matlab mex functions for OpenCV library	2020-10-23T01:25:05Z
64	OptimTraj	663	213	MATLAB	28	A trajectory optimization library for Matlab	2023-06-06T00:37:01Z
65	TIGRE	661	211	MATLAB	77	TIGRE: Tomographic Iterative GPU-based Reconstruction Toolbox	2025-06-04T07:25:28Z
66	eeglab	661	256	MATLAB	55	EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD	2025-06-11T02:30:12Z
67	gptoolbox	653	174	MATLAB	60	Matlab toolbox for Geometry Processing.	2025-06-09T19:12:58Z
68	CBIG	644	400	MATLAB	14	None	2025-06-03T08:40:10Z
69	automated-driving-control	640	294	MATLAB	7	None	2020-12-04T13:45:46Z
70	MATLABRobotics	639	323	MATLAB	2	MATLAB sample codes for mobile robot navigation	2018-11-10T23:36:18Z
71	cnn-for-image-retrieval	632	225	MATLAB	1	:sunrise:The code of post "Image retrieval using MatconvNet and pre-trained imageNet"	2021-01-05T04:45:05Z
72	chebfun	632	148	MATLAB	155	Chebfun: numerical computing with functions.	2025-04-27T15:10:05Z
73	SelfExSR	627	270	MATLAB	8	Single Image Super-Resolution from Transformed Self-Exemplars (CVPR 2015)	2016-05-31T16:29:23Z
74	kalibr_allan	627	218	MATLAB	8	IMU Allan standard deviation charts for use with Kalibr and inertial kalman filters.	2020-06-21T16:54:04Z
75	siamese-fc	626	220	MATLAB	34	Arbitrary object tracking at 50-100 FPS with Fully Convolutional Siamese networks.	2019-05-16T10:10:53Z
76	hashing-baseline-for-image-retrieval	625	255	MATLAB	4	:octocat:Various hashing methods for image retrieval and serves as the baselines	2022-04-16T14:29:21Z
77	BeatTheBookie	623	147	MATLAB	3	Betting Strategy to Beat the Bookies at Football Games	2021-10-04T15:11:23Z
78	ECO	617	243	MATLAB	16	Matlab implementation of the ECO tracker.	2019-10-24T11:11:11Z
79	IRCNN	610	171	MATLAB	11	Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)	2021-10-09T22:03:58Z
80	NaveGo	611	216	MATLAB	12	NaveGo: an open-source MATLAB/GNU Octave toolbox for processing integrated navigation systems and performing inertial sensors analysis.	2024-02-24T15:09:52Z
81	ICNet	606	198	MATLAB	27	ICNet for Real-Time Semantic Segmentation on High-Resolution Images, ECCV2018	2022-04-15T20:07:00Z
82	refinenet	594	159	MATLAB	0	RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation	2019-06-01T05:40:49Z
83	PIDtoolbox	593	86	MATLAB	0	PIDtoolbox is a set of graphical tools for analyzing blackbox log data	2024-10-02T17:47:03Z
84	MatlabFunc	587	268	MATLAB	2	Matlab codes for feature learning	2020-10-02T15:25:17Z
85	automatic-driving-decision-and-planning-for-matlab	584	243	MATLAB	4	None	2022-08-06T16:42:56Z
86	voc-dpm	580	305	MATLAB	19	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
87	Exclusively-Dark-Image-Dataset	570	105	MATLAB	9	Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.	2023-08-29T07:46:58Z
88	netvlad	563	120	MATLAB	0	NetVLAD: CNN architecture for weakly supervised place recognition	2017-07-22T17:41:15Z
89	Exposure_Correction	556	71	MATLAB	6	Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).	2023-12-24T01:15:11Z
90	Detect-Track	553	109	MATLAB	18	Code release for "Detect to Track and Track to Detect", ICCV 2017	2018-07-03T16:38:41Z
91	Grey-Wolf-Optimizer-for-Path-Planning	547	44	MATLAB	5	灰狼优化算法(GWO)路径规划/轨迹规划/轨迹优化、多智能体/多无人机航迹规划	2024-04-13T08:53:41Z
92	Stanford-Machine-Learning-Course	527	354	MATLAB	1	machine learning course programming exercise	2011-12-25T10:04:23Z
93	SFD	522	132	MATLAB	2	S³FD: Single Shot Scale-invariant Face Detector, ICCV, 2017	2018-10-17T15:02:16Z
94	cfnet	522	152	MATLAB	24	[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
95	OpenCE	520	153	MATLAB	6	Contrast Enhancement Techniques for low-light images	2018-06-28T09:14:34Z
96	YALMIP	518	138	MATLAB	38	MATLAB toolbox for optimization modeling	2025-06-11T15:03:54Z
97	Notes-ML-AndrewNg	517	156	MATLAB	0	Coursera吴恩达机器学习课程笔记及资源整理	2024-03-18T09:18:48Z
98	MATLAB-Deep-Learning-Model-Hub	517	117	MATLAB	11	Discover pretrained models for deep learning in MATLAB	2024-09-11T14:09:57Z
99	DeepXi	511	125	MATLAB	5	Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.	2022-02-17T04:28:56Z
100	FFDNet	509	129	MATLAB	22	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)	2021-10-09T22:05:04Z