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The Top 485 Object Detection Open Source Projects

Categories > Artificial Intelligence > Object Detection
Mask_rcnn ⭐ 20,103
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Mmdetection ⭐ 15,265
OpenMMLab Detection Toolbox and Benchmark
Yolov5 ⭐ 12,135
YOLOv5 in PyTorch > ONNX > CoreML > TFLite
Deep_learning_object_detection ⭐ 9,961
A paper list of object detection using deep learning.
Albumentations ⭐ 8,138
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
Computervision Recipes ⭐ 7,777
Best Practices, code samples, and documentation for Computer Vision.
Yolov3 ⭐ 7,333
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
Cvpr2021 Paper Code Interpretation ⭐ 7,044
cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理
Tensorlayer ⭐ 6,607
Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥
Ailab ⭐ 6,428
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
Awesome Object Detection ⭐ 6,391
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
Imageai ⭐ 6,226
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
Darkflow ⭐ 5,878
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
Cvpr2021 Papers With Code ⭐ 5,540
CVPR 2021 论文和开源项目合集
Gluon Cv ⭐ 4,772
Gluon CV Toolkit
Yet Another Efficientdet Pytorch ⭐ 4,707
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
Daily Paper Computer Vision ⭐ 4,649
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
Jetson Inference ⭐ 4,559
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
Automl ⭐ 4,327
Google Brain AutoML
Ssd.pytorch ⭐ 4,322
A PyTorch Implementation of Single Shot MultiBox Detector
Paddledetection ⭐ 4,198
Object detection and instance segmentation toolkit based on PaddlePaddle.
Ssd Tensorflow ⭐ 4,035
Single Shot MultiBox Detector in TensorFlow
Tf Faster Rcnn ⭐ 3,584
Tensorflow Faster RCNN for Object Detection
Object Detection Metrics ⭐ 3,574
Most popular metrics used to evaluate object detection algorithms.
Swin Transformer ⭐ 3,525
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Tensorflow Yolov3 ⭐ 3,388
🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"
Autogluon ⭐ 3,371
AutoGluon: AutoML for Text, Image, and Tabular Data
Vott ⭐ 3,365
Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.
Simple Faster Rcnn Pytorch ⭐ 3,149
A simplified implemention of Faster R-CNN that replicate performance from origin paper
Pytorch Yolo V3 ⭐ 3,066
A PyTorch implementation of the YOLO v3 object detection algorithm
Deep Learning For Image Processing ⭐ 2,950
deep learning for image processing including classification and object-detection etc.
Nanodet ⭐ 2,937
⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
Simpledet ⭐ 2,901
A Simple and Versatile Framework for Object Detection and Instance Recognition
Easy Tensorflow ⭐ 2,856
Simple and comprehensive tutorials in TensorFlow
Fcos ⭐ 2,657
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
Catalyst ⭐ 2,602
Accelerated deep learning R&D
Ownphotos ⭐ 2,519
Self hosted alternative to Google Photos
Luminoth ⭐ 2,374
Deep Learning toolkit for Computer Vision.
Deepdetect ⭐ 2,233
Deep Learning API and Server in C++14 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Layout Parser ⭐ 2,211
A unified toolkit for Deep Learning Based Document Image Analysis
Yolov3 Tf2 ⭐ 2,191
YoloV3 Implemented in Tensorflow 2.0
Adelaidet ⭐ 2,141
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
A Pytorch Tutorial To Object Detection ⭐ 2,133
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
Awesome Satellite Imagery Datasets ⭐ 2,127
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
Yolo_v3_tutorial_from_scratch ⭐ 2,106
Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"
Map ⭐ 2,088
mean Average Precision - This code evaluates the performance of your neural net for object recognition.
Frigate ⭐ 1,832
NVR with realtime local object detection for IP cameras
Deep Learning For Tracking And Detection ⭐ 1,784
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
Make Sense ⭐ 1,771
Free to use online tool for labelling photos. https://makesense.ai
Openpcdet ⭐ 1,757
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
Ssd_keras ⭐ 1,731
A Keras port of Single Shot MultiBox Detector
Centernet ⭐ 1,713
Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .
Tensorflow Yolov4 Tflite ⭐ 1,634
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
Yolo_mark ⭐ 1,545
GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2
Mobilenet Yolo ⭐ 1,500
MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥
Tensorflow2.0 Examples ⭐ 1,471
🙄 Difficult algorithm, Simple code.
Keras Yolo3 ⭐ 1,470
Training and Detecting Objects with YOLO3
Yolov3_tensorflow ⭐ 1,461
Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.
Sod ⭐ 1,432
An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)
Yolov3 Model Pruning ⭐ 1,430
在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）
Refinedet ⭐ 1,422
Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018
Efficientdet.pytorch ⭐ 1,403
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
Raster Vision ⭐ 1,323
An open source framework for deep learning on satellite and aerial imagery.
Scaledyolov4 ⭐ 1,303
Scaled-YOLOv4: Scaling Cross Stage Partial Network
Votenet ⭐ 1,242
Deep Hough Voting for 3D Object Detection in Point Clouds
Yolov4 Pytorch ⭐ 1,230
This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO
Mmdetection3d ⭐ 1,224
OpenMMLab's next-generation platform for general 3D object detection.
Darknet_ros ⭐ 1,218
YOLO ROS: Real-Time Object Detection for ROS
Mlkit ⭐ 1,213
A collection of sample apps to demonstrate how to use Google's ML Kit APIs on Android and iOS
Second.pytorch ⭐ 1,202
SECOND for KITTI/NuScenes object detection
Panet ⭐ 1,199
PANet for Instance Segmentation and Object Detection
Frustum Pointnets ⭐ 1,194
Frustum PointNets for 3D Object Detection from RGB-D Data
Pytorch Ssd ⭐ 1,118
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.
Mish ⭐ 1,117
Official Repsoitory for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
Ssd ⭐ 1,112
High quality, fast, modular reference implementation of SSD in PyTorch
Ssd_keras ⭐ 1,107
Port of Single Shot MultiBox Detector to Keras
Solo ⭐ 1,107
SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
Det3d ⭐ 1,080
A general 3D object detection codebse.
Involution ⭐ 1,056
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
Cv Pretrained Model ⭐ 1,036
A collection of computer vision pre-trained models.
Efficientdet Pytorch ⭐ 1,021
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
Pytorch Toolbelt ⭐ 1,015
PyTorch extensions for fast R&D prototyping and Kaggle farming
Tensorflow_object_counting_api ⭐ 992
🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!
Gcnet ⭐ 992
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
Tensornets ⭐ 989
High level network definitions with pre-trained weights in TensorFlow
Channel Pruning ⭐ 986
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
Medicaldetectiontoolkit ⭐ 976
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
Cascade Rcnn ⭐ 945
Caffe implementation of multiple popular object detection frameworks
Videoflow ⭐ 926
Python framework that facilitates the quick development of complex video analysis applications and other series-processing based applications in a multiprocessing environment.
Tensorflow Yolo V3 ⭐ 867
Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)
Getting Things Done With Pytorch ⭐ 862
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
Dataaugmentationforobjectdetection ⭐ 850
Data Augmentation For Object Detection
Eccv2020 Code ⭐ 850
ECCV 2020 论文开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2020开源项目
Centernet2 ⭐ 840
Two-stage CenterNet
Py Motmetrics ⭐ 833
📊 Benchmark multiple object trackers (MOT) in Python
Orb_slam2_ssd_semantic ⭐ 823
动态语义SLAM 目标检测+VSLAM+光流/多视角几何动态物体检测+octomap地图+目标数据库
Smart_construction ⭐ 795
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❗❗
Opencvtutorials ⭐ 783
OpenCV-Python4.1 中文文档
Deepcamera ⭐ 781
Privacy is the most important issue for the AI face recognition camera. Open source and BYOD is the only way to solve privacy issue. SharpAI DeepCamera provides private deployment architecture to save all your information on your own devices.
Avod ⭐ 772
Code for 3D object detection for autonomous driving
1-100 of 485 projects
Advertising 📦 10
All Projects
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Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
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Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210