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The Top 453 Object Detection Open Source Projects

Categories > Artificial Intelligence > Object Detection
Mask_rcnn ⭐ 19,539
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Mmdetection ⭐ 13,815
OpenMMLab Detection Toolbox and Benchmark
Deep_learning_object_detection ⭐ 9,658
A paper list of object detection using deep learning.
Yolov5 ⭐ 9,123
YOLOv5 in PyTorch > ONNX > CoreML > TFLite
Computervision Recipes ⭐ 7,559
Best Practices, code samples, and documentation for Computer Vision.
Albumentations ⭐ 7,420
Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125
Yolov3 ⭐ 6,805
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
Tensorlayer ⭐ 6,506
Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥
Ailab ⭐ 6,313
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
Awesome Object Detection ⭐ 6,220
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
Cvpr2021 Paper Code Interpretation ⭐ 5,982
cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理
Imageai ⭐ 5,957
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
Darkflow ⭐ 5,806
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
Gluon Cv ⭐ 4,576
Gluon CV Toolkit
Yet Another Efficientdet Pytorch ⭐ 4,492
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
Daily Paper Computer Vision ⭐ 4,443
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
Ssd.pytorch ⭐ 4,183
A PyTorch Implementation of Single Shot MultiBox Detector
Jetson Inference ⭐ 4,161
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
Aidlearning Framework ⭐ 4,140
🔥🔥AidLearning for Linux-Python-AI code development on Android. AidLearning builds a linux environment supporting GUI, deep learning and visual programming on Android devices..Now Aid supports GPUDelegate by python
Ssd Tensorflow ⭐ 3,992
Single Shot MultiBox Detector in TensorFlow
Cvpr2021 Papers With Code ⭐ 3,887
CVPR 2020 论文开源项目合集
Automl ⭐ 3,796
Google Brain AutoML
Tf Faster Rcnn ⭐ 3,543
Tensorflow Faster RCNN for Object Detection
Object Detection Metrics ⭐ 3,334
Most popular metrics used to evaluate object detection algorithms.
Tensorflow Yolov3 ⭐ 3,308
🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"
Vott ⭐ 3,172
Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.
Autogluon ⭐ 3,020
AutoGluon: AutoML for Text, Image, and Tabular Data
Pytorch Yolo V3 ⭐ 3,010
A PyTorch implementation of the YOLO v3 object detection algorithm
Simple Faster Rcnn Pytorch ⭐ 3,000
A simplified implemention of Faster R-CNN that replicate performance from origin paper
Easy Tensorflow ⭐ 2,858
Simple and comprehensive tutorials in TensorFlow
Simpledet ⭐ 2,848
A Simple and Versatile Framework for Object Detection and Instance Recognition
Fcos ⭐ 2,553
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
Catalyst ⭐ 2,457
Accelerated deep learning R&D
Ownphotos ⭐ 2,454
Self hosted alternative to Google Photos
Nanodet ⭐ 2,414
⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8MB and run 97FPS on cellphone🔥
Luminoth ⭐ 2,346
Deep Learning toolkit for Computer Vision.
Paddledetection ⭐ 2,324
Object detection and instance segmentation toolkit based on PaddlePaddle.
Deepdetect ⭐ 2,195
Deep Learning API and Server in C++11 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Yolov3 Tf2 ⭐ 2,067
YoloV3 Implemented in Tensorflow 2.0
Yolo_v3_tutorial_from_scratch ⭐ 2,058
Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"
Map ⭐ 1,921
mean Average Precision - This code evaluates the performance of your neural net for object recognition.
A Pytorch Tutorial To Object Detection ⭐ 1,919
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
Awesome Satellite Imagery Datasets ⭐ 1,911
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
Adelaidet ⭐ 1,891
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
Deep Learning For Image Processing ⭐ 1,850
deep learning for image processing including classification and object-detection etc.
Ssd_keras ⭐ 1,713
A Keras port of Single Shot MultiBox Detector
Deep Learning For Tracking And Detection ⭐ 1,694
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
Centernet ⭐ 1,682
Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .
Make Sense ⭐ 1,585
Free to use online tool for labelling photos. https://makesense.ai
Openpcdet ⭐ 1,528
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
Yolo_mark ⭐ 1,473
GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2
Mobilenet Yolo ⭐ 1,447
MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥
Yolov3_tensorflow ⭐ 1,426
Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.
Sod ⭐ 1,420
An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)
Keras Yolo3 ⭐ 1,414
Training and Detecting Objects with YOLO3
Refinedet ⭐ 1,409
Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018
Tensorflow Yolov4 Tflite ⭐ 1,397
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
Tensorflow2.0 Examples ⭐ 1,380
🙄 Difficult algorithm, Simple code.
Yolov3 Model Pruning ⭐ 1,379
在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）
Efficientdet.pytorch ⭐ 1,377
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
Frigate ⭐ 1,265
NVR with realtime local object detection for IP cameras
Raster Vision ⭐ 1,240
An open source framework for deep learning on satellite and aerial imagery.
Votenet ⭐ 1,171
Deep Hough Voting for 3D Object Detection in Point Clouds
Panet ⭐ 1,161
PANet for Instance Segmentation and Object Detection
Frustum Pointnets ⭐ 1,147
Frustum PointNets for 3D Object Detection from RGB-D Data
Second.pytorch ⭐ 1,118
SECOND for KITTI/NuScenes object detection
Ssd_keras ⭐ 1,101
Port of Single Shot MultiBox Detector to Keras
Darknet_ros ⭐ 1,080
YOLO ROS: Real-Time Object Detection for ROS
Mish ⭐ 1,062
Official Repsoitory for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
Ssd ⭐ 1,046
High quality, fast, modular reference implementation of SSD in PyTorch
Pytorch Ssd ⭐ 1,042
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.
Yolov4 Pytorch ⭐ 1,030
This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO
Det3d ⭐ 1,008
A general 3D object detection codebse.
Cv Pretrained Model ⭐ 992
A collection of computer vision pre-trained models.
Tensornets ⭐ 982
High level network definitions with pre-trained weights in TensorFlow
Solo ⭐ 981
SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
Channel Pruning ⭐ 977
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
Tensorflow_object_counting_api ⭐ 951
🚀 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 ⭐ 937
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
Cascade Rcnn ⭐ 928
Caffe implementation of multiple popular object detection frameworks
Pytorch Toolbelt ⭐ 926
PyTorch extensions for fast R&D prototyping and Kaggle farming
Videoflow ⭐ 912
Python framework that facilitates the quick development of complex video analysis applications and other series-processing based applications in a multiprocessing environment.
Medicaldetectiontoolkit ⭐ 910
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.
Mlkit ⭐ 903
A collection of sample apps to demonstrate how to use Google's ML Kit APIs on Android and iOS
Mmdetection3d ⭐ 899
OpenMMLab's next-generation platform for general 3D object detection.
Efficientdet Pytorch ⭐ 887
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
Tensorflow Yolo V3 ⭐ 859
Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)
Eccv2020 Code ⭐ 823
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
Dataaugmentationforobjectdetection ⭐ 808
Data Augmentation For Object Detection
Mxnet Ssd ⭐ 765
MXNet port of SSD: Single Shot MultiBox Object Detector. Reimplementation of https://github.com/weiliu89/caffe/tree/ssd
Py Motmetrics ⭐ 755
📊 Benchmark multiple object trackers (MOT) in Python
Avod ⭐ 751
Code for 3D object detection for autonomous driving
Orb_slam2_ssd_semantic ⭐ 751
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
Deepcamera ⭐ 751
Open source face recognition on Raspberry Pi. SharpAI is open source stack for machine learning engineering with private deployment and AutoML for edge computing. DeepCamera is application of SharpAI designed for connecting computer vision model to surveillance camera. Developers can run same code on Raspberry Pi/Android/PC/AWS to boost your AI production development.
Bmw Tensorflow Training Gui ⭐ 735
This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.
Getting Things Done With Pytorch ⭐ 719
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.
Tensorflow Face Detection ⭐ 710
A mobilenet SSD based face detector, powered by tensorflow object detection api, trained by WIDERFACE dataset.
Opencvtutorials ⭐ 706
OpenCV-Python4.1 中文文档
Openlabeling ⭐ 702
Label images and video for Computer Vision applications
Dsod ⭐ 699
DSOD: Learning Deeply Supervised Object Detectors from Scratch. In ICCV 2017.
1-100 of 453 projects
Advertising 📦 10
All Projects
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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