Awesome Open Source
Awesome Open Source
Combined Topics
object-detection x

The Top 3,941 Object Detection Open Source Projects

Categories > Artificial Intelligence > Object Detection
Yolov5 ⭐ 29,571
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
total releases 26most recent commit 19 hours ago
Mask_rcnn ⭐ 21,947
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
total releases 5most recent commit a month ago
Detectron2 ⭐ 21,811
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
dependent packages 3total releases 2most recent commit 3 days agopypi detectron2} Downloads
Mmdetection ⭐ 20,787
OpenMMLab Detection Toolbox and Benchmark
dependent packages 9total releases 34most recent commit a day agopypi mmdet} Downloads
Darknet ⭐ 18,210
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
most recent commit 7 months ago
Albumentations ⭐ 10,646
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
dependent packages 155total releases 51most recent commit 4 days agopypi albumentations} Downloads
Deep Learning For Image Processing ⭐ 10,505
deep learning for image processing including classification and object-detection etc.
most recent commit a day ago
Deep_learning_object_detection ⭐ 10,271
A paper list of object detection using deep learning.
most recent commit 9 months ago
Detr ⭐ 9,497
End-to-End Object Detection with Transformers
most recent commit 5 days ago
Cvpr2022 Paper Code Interpretation ⭐ 9,199
cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2 论文/代码/解读/直播合集，极市团队整理
most recent commit 4 months ago
Cvpr2022 Papers With Code ⭐ 9,112
CVPR 2022 论文和开源项目合集
most recent commit a day ago
Swin Transformer ⭐ 8,890
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
most recent commit 3 days ago
Yolov3 ⭐ 8,815
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
most recent commit a month ago
Computervision Recipes ⭐ 8,318
Best Practices, code samples, and documentation for Computer Vision.
most recent commit 5 months ago
Paddledetection ⭐ 8,220
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
total releases 7most recent commit 2 days ago
Yolox ⭐ 7,093
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
total releases 3most recent commit 5 days ago
Tensorlayer ⭐ 7,041
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
dependent packages 6total releases 83most recent commit 18 days agopypi tensorlayer} Downloads
Imageai ⭐ 6,907
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
dependent packages 4total releases 9most recent commit 5 months agopypi imageai} Downloads
Ailab ⭐ 6,819
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
most recent commit 9 months ago
Awesome Object Detection ⭐ 6,707
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/1
most recent commit 5 months ago
Darkflow ⭐ 5,905
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
most recent commit a year ago
Jetson Inference ⭐ 5,776
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
most recent commit 4 days ago
Pytorch Grad Cam ⭐ 5,539
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
dependent packages 1total releases 20most recent commit 2 days agopypi grad-cam} Downloads
Gluon Cv ⭐ 5,256
Gluon CV Toolkit
dependent packages 44total releases 1,445most recent commit 17 days agopypi gluoncv} Downloads
Frigate ⭐ 5,202
NVR with realtime local object detection for IP cameras
most recent commit 3 days ago
Yet Another Efficientdet Pytorch ⭐ 4,892
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
most recent commit 10 months ago
Autogluon ⭐ 4,692
AutoGluon: AutoML for Image, Text, and Tabular Data
dependent packages 12total releases 645most recent commit a day agopypi autogluon.core} Downloads
Ssd.pytorch ⭐ 4,507
A PyTorch Implementation of Single Shot MultiBox Detector
most recent commit 7 months ago
Caffe ⭐ 4,416
Caffe: a fast open framework for deep learning.
most recent commit 3 years ago
Daily Paper Computer Vision ⭐ 4,415
记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文
most recent commit a year ago
Nanodet ⭐ 4,316
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
most recent commit 3 months ago
Satellite Image Deep Learning ⭐ 4,298
Resources for deep learning with satellite & aerial imagery
most recent commit a day ago
Object Detection Metrics ⭐ 4,173
Most popular metrics used to evaluate object detection algorithms.
most recent commit a month ago
Ssd Tensorflow ⭐ 4,049
Single Shot MultiBox Detector in TensorFlow
most recent commit a year ago
Vott ⭐ 3,784
Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.
total releases 5most recent commit 8 months ago
Yolov6 ⭐ 3,704
YOLOv6: a single-stage object detection framework dedicated to industrial applications.
most recent commit 6 days ago
Tf Faster Rcnn ⭐ 3,595
Tensorflow Faster RCNN for Object Detection
most recent commit 10 months ago
Tensorflow Yolov3 ⭐ 3,533
🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"
most recent commit 5 months ago
Pointnet ⭐ 3,171
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
most recent commit a year ago
Layout Parser ⭐ 3,122
A Unified Toolkit for Deep Learning Based Document Image Analysis
dependent packages 2total releases 11most recent commit a day agopypi layoutparser} Downloads
Simple Faster Rcnn Pytorch ⭐ 3,107
A simplified implemention of Faster R-CNN that replicate performance from origin paper
most recent commit a year ago
Simpledet ⭐ 2,937
A Simple and Versatile Framework for Object Detection and Instance Recognition
most recent commit a year ago
Catalyst ⭐ 2,912
Accelerated deep learning R&D
dependent packages 10total releases 108most recent commit 3 months agopypi catalyst} Downloads
Adelaidet ⭐ 2,869
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
most recent commit 16 days ago
Easy Tensorflow ⭐ 2,844
Simple and comprehensive tutorials in TensorFlow
most recent commit 2 years ago
Openpcdet ⭐ 2,810
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
most recent commit 15 days ago
Awesome Satellite Imagery Datasets ⭐ 2,806
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
most recent commit 25 days ago
Pytorch Yolo V3 ⭐ 2,720
A PyTorch implementation of the YOLO v3 object detection algorithm
most recent commit 3 years ago
Fcos ⭐ 2,719
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
most recent commit a year ago
Mmdetection3d ⭐ 2,639
OpenMMLab's next-generation platform for general 3D object detection.
total releases 23most recent commit 2 days ago
Ownphotos ⭐ 2,603
Self hosted alternative to Google Photos
most recent commit 5 months ago
Yolov7 ⭐ 2,573
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
most recent commit 5 days ago
Awesome Visual Transformer ⭐ 2,568
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
most recent commit 3 days ago
Luminoth ⭐ 2,383
Deep Learning toolkit for Computer Vision.
most recent commit 6 months ago
Deepdetect ⭐ 2,377
Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
most recent commit 4 days ago
Yolov3 Tf2 ⭐ 2,345
YoloV3 Implemented in Tensorflow 2.0
most recent commit 6 months ago
Make Sense ⭐ 2,335
Free to use online tool for labelling photos. https://makesense.ai
total releases 2most recent commit 5 days ago
Best_ai_paper_2020 ⭐ 2,157
A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code
most recent commit 6 months ago
Map ⭐ 2,143
mean Average Precision - This code evaluates the performance of your neural net for object recognition.
most recent commit a year ago
Deep Learning For Tracking And Detection ⭐ 2,033
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
most recent commit 2 months ago
Tensorflow Yolov4 Tflite ⭐ 1,931
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
most recent commit 6 months ago
Scaledyolov4 ⭐ 1,907
Scaled-YOLOv4: Scaling Cross Stage Partial Network
most recent commit 2 months ago
Centertrack ⭐ 1,887
Simultaneous object detection and tracking using center points.
most recent commit 9 months ago
Sahi ⭐ 1,881
A lightweight vision library for performing large scale object detection/ instance segmentation.
dependent packages 5total releases 78most recent commit 2 days agopypi sahi} Downloads
Yolo_v3_tutorial_from_scratch ⭐ 1,797
Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"
most recent commit 3 years ago
Centernet ⭐ 1,778
Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .
most recent commit 4 months ago
Lite.ai.toolkit ⭐ 1,754
🛠 A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOX, YOLOP, YOLOv6, YOLOR, MODNet, YOLOX, SCRFD, YOLOX . MNN, NCNN, TNN, ONNXRuntime, CPU/GPU.
most recent commit a month ago
Iccv2021 Paper Code Interpretation ⭐ 1,653
ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理
most recent commit 10 months ago
Raster Vision ⭐ 1,635
An open source framework for deep learning on satellite and aerial imagery.
dependent packages 7total releases 4most recent commit 3 days agopypi rastervision-pipeline} Downloads
Tensorflow2.0 Examples ⭐ 1,611
🙄 Difficult algorithm, Simple code.
most recent commit 5 months ago
Darknet_ros ⭐ 1,610
YOLO ROS: Real-Time Object Detection for ROS
most recent commit 16 days ago
A Pytorch Tutorial To Object Detection ⭐ 1,588
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
most recent commit 2 years ago
Yolov4 Pytorch ⭐ 1,572
This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO
most recent commit 4 months ago
Ssd_keras ⭐ 1,562
A Keras port of Single Shot MultiBox Detector
most recent commit 2 years ago
Lightning Flash ⭐ 1,528
Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains
most recent commit 3 days ago
Keras Yolo3 ⭐ 1,519
Training and Detecting Objects with YOLO3
most recent commit 10 months ago
Mobilenet Yolo ⭐ 1,484
MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥
most recent commit 2 years ago
Sod ⭐ 1,449
An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)
most recent commit a year ago
Tensorrt_demos ⭐ 1,432
TensorRT MODNet, YOLOv4, YOLOv3, SSD, MTCNN, and GoogLeNet
most recent commit 3 months ago
Diffgram ⭐ 1,432
Training Data (Data Labeling, Annotation, Workflow) for all Data Types (Image, Video, 3D, Text, Geo, Audio, more) at scale.
most recent commit 2 days ago
Efficientdet.pytorch ⭐ 1,408
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
most recent commit a year ago
Object Detection And Tracking ⭐ 1,406
Object Detection and Multi-Object Tracking
most recent commit 6 months ago
Yolov3_tensorflow ⭐ 1,392
Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.
most recent commit 2 years ago
Smart_construction ⭐ 1,384
Head Person Helmet Detection on Construction Sites，基于目标检测工地安全帽和禁入危险区域识别系统，🚀😆附 YOLOv5 训练自己的数据集超详细教程🚀😆2021.3新增可视化界面❗❗
most recent commit a month ago
Yolo_mark ⭐ 1,384
GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2
most recent commit 2 years ago
Efficientdet Pytorch ⭐ 1,370
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
dependent packages 5total releases 6most recent commit a month agopypi effdet} Downloads
Votenet ⭐ 1,357
Deep Hough Voting for 3D Object Detection in Point Clouds
most recent commit 6 months ago
Refinedet ⭐ 1,345
Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018
most recent commit 3 years ago
Second.pytorch ⭐ 1,319
SECOND for KITTI/NuScenes object detection
most recent commit 10 months ago
Pytorch Ssd ⭐ 1,274
MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.
most recent commit 5 days ago
Pytorch Toolbelt ⭐ 1,265
PyTorch extensions for fast R&D prototyping and Kaggle farming
dependent packages 5total releases 24most recent commit 21 days agopypi pytorch-toolbelt} Downloads
Solo ⭐ 1,244
SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
most recent commit 10 months ago
Mish ⭐ 1,225
Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
most recent commit 2 days ago
Photonix ⭐ 1,221
A modern, web-based photo management server. Run it on your home server and it will let you find the right photo from your collection on any device. Smart filtering is made possible by object recognition, face recognition, location awareness, color analysis and other ML algorithms.
most recent commit 4 months ago
Sparseml ⭐ 1,217
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
dependent packages 4total releases 21most recent commit 2 days agopypi sparseml} Downloads
Weighted Boxes Fusion ⭐ 1,215
Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.
dependent packages 2total releases 9most recent commit 4 months agopypi ensemble-boxes} Downloads
Ssd ⭐ 1,207
High quality, fast, modular reference implementation of SSD in PyTorch
most recent commit 7 months ago
Yolop ⭐ 1,182
You Only Look Once for Panopitic Driving Perception.（https://arxiv.org/abs/2108.11250）
most recent commit 18 days ago
Yolov3 Model Pruning ⭐ 1,149
在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）
most recent commit 3 years ago
Det3d ⭐ 1,128
A general 3D object detection codebse.
most recent commit a year ago
1-100 of 3,941 projects
Related Awesome Lists
Python Object Detection Projects (2,102)
Deep Learning Object Detection Projects (851)
Tensorflow Object Detection Projects (751)
Computer Vision Object Detection Projects (648)
Jupyter Notebook Object Detection Projects (636)
Categories
Advertising 📦 8
All Projects
Application Programming Interfaces 📦 107
Applications 📦 174
Artificial Intelligence 📦 69
Blockchain 📦 66
Build Tools 📦 105
Cloud Computing 📦 68
Code Quality 📦 24
Collaboration 📦 27
Command Line Interface 📦 38
Community 📦 79
Companies 📦 60
Compilers 📦 59
Computer Science 📦 73
Configuration Management 📦 37
Content Management 📦 153
Control Flow 📦 187
Data Formats 📦 72
Data Processing 📦 249
Data Storage 📦 116
Economics 📦 56
Frameworks 📦 178
Games 📦 110
Graphics 📦 92
Hardware 📦 137
Integrated Development Environments 📦 43
Learning Resources 📦 139
Legal 📦 24
Libraries 📦 117
Lists Of Projects 📦 19
Machine Learning 📦 313
Mapping 📦 57
Marketing 📦 15
Mathematics 📦 54
Media 📦 214
Messaging 📦 96
Networking 📦 292
Operating Systems 📦 71
Operations 📦 114
Package Managers 📦 50
Programming Languages 📦 173
Runtime Environments 📦 90
Science 📦 42
Security 📦 343
Social Media 📦 23
Software Architecture 📦 65
Software Development 📦 60
Software Performance 📦 53
Software Quality 📦 115
Text Editors 📦 40
Text Processing 📦 118
User Interface 📦 291
User Interface Components 📦 440
Version Control 📦 26
Virtualization 📦 63
Web Browsers 📦 35
Web Servers 📦 23
Web User Interface 📦 167
Top Programming Languages
Javascript  (1,072,185)
Python  (819,783)
Java  (391,684)
Php  (287,417)
Typescript  (254,498)
C Plus Plus  (241,642)
Ruby  (222,126)
C  (183,493)
Shell  (172,974)
C Sharp  (166,272)
Golang  (160,486)
Swift  (65,800)
Rust  (59,273)
R  (58,650)
Objective C  (57,122)
Dart  (53,962)
Kotlin  (47,557)
Lua  (34,573)
Matlab  (31,397)
Perl  (30,575)
Language  (29,995)
Scala  (28,782)
Haskell  (20,487)
Powershell  (19,264)
Clojure  (19,187)
Bash  (18,782)
Coffeescript  (17,262)
Elixir  (16,765)
Assembly  (14,766)
Processing  (13,289)
Julia  (12,999)
Basic  (10,723)
Flow  (10,535)
Emacs Lisp  (10,457)
Erlang  (9,062)
Groovy  (8,461)
Scheme  (8,414)
Solidity  (8,315)
Ocaml  (6,744)
Pascal  (6,484)
Hack  (6,420)
Lisp  (6,337)
Fortran  (5,581)
Elm  (5,475)
Common Lisp  (5,323)
Dlang  (4,746)
Shell Script  (4,684)
Python Library  (4,467)
Crystal  (4,388)
Scripting  (4,216)
Top Projects
Freecodecamp ⭐ 351,075
996.icu ⭐ 263,365
Free Programming Books ⭐ 243,838
Coding Interview University ⭐ 228,177
Awesome ⭐ 211,770
Developer Roadmap ⭐ 205,172
Public Apis ⭐ 204,370
Vue ⭐ 198,403
React ⭐ 192,810
System Design Primer ⭐ 191,492
Tensorflow ⭐ 166,925
Build Your Own X ⭐ 160,418
Bootstrap ⭐ 158,868
You Dont Know Js ⭐ 157,035
Cs Notes ⭐ 153,924
Ohmyzsh ⭐ 148,511
Javascript Algorithms ⭐ 146,946
Flutter ⭐ 143,329
Python ⭐ 141,094
Gitignore ⭐ 136,695
Awesome Python ⭐ 136,585
Linux ⭐ 135,931
Vscode ⭐ 135,067
Javaguide ⭐ 125,952
Javascript ⭐ 125,105
Python 100 Days ⭐ 121,533
Computer Science ⭐ 121,209
Youtube Dl ⭐ 112,146
The Art Of Command Line ⭐ 108,745
Fucking Algorithm ⭐ 108,035
React Native ⭐ 104,167
Electron ⭐ 102,951
Go ⭐ 102,514
D3 ⭐ 101,796
30 Seconds Of Code ⭐ 100,507
Awesome Selfhosted ⭐ 97,785
Create React App ⭐ 96,344
Axios ⭐ 94,983
Free Programming Books Zh_cn ⭐ 94,762
Kubernetes ⭐ 90,903
Next.js ⭐ 90,713
Node ⭐ 89,307
Awesome Go ⭐ 85,358
Terminal ⭐ 84,440
Deno ⭐ 84,421
Three.js ⭐ 84,182
Angular ⭐ 83,091
Typescript ⭐ 83,014
Ant Design ⭐ 81,341
Material Ui ⭐ 80,305
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2022 Awesome Open Source.  All rights reserved.