Top 785 object-detection open source projects

Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.

People detection and optional tracking with Tensorflow backend.

C# Yolo Darknet Wrapper (real-time object detection)

A Keras implementation of CenterNet with pre-trained model (unofficial)

YOLO for object detection tasks

Feature Detection based on Haar Cascades in JavaScript (Viola-Jones-Lienhart et al Algorithm)

JavaScript object detection lightweight library for augmented reality (WebXR demos included). It uses convolutional neural networks running on the GPU with WebGL.

YOLO ModelCompression MultidatasetTraining

An extension of Open3D to address 3D Machine Learning tasks

High-performance multiple object tracking based on YOLO, Deep SORT, and optical flow

RFCN implementation in TensorFlow

35% faster than ResNet: Harmonic DenseNet, A low memory traffic network

AutoGluon: AutoML for Text, Image, and Tabular Data

A PyTorch implementation of the YOLO v3 object detection algorithm

This is a tensorflow re-implementation of Feature Pyramid Networks for Object Detection.

Python API for LVIS Dataset

A simplified implemention of Faster R-CNN that replicate performance from origin paper

Light version of convolutional neural network Yolo v3 & v2 for objects detection with a minimum of dependencies (INT8-inference, BIT1-XNOR-inference)

An implementation of RetinaNet in PyTorch.

Implementation of One-Shot Object Detection with Co-Attention and Co-Excitation in Pytorch

A list of popular deep learning models related to classification, segmentation and detection problems

Implement YOLOv3 with TensorFlow

SSD目标检测算法(Single Shot MultiBox Detector)(简单,明了,易用,全中文注释,单机多卡训练,视频检测)( If you train the model on a single computer and mutil GPU, this program will be your best choice , easier to use and easier to understand )

Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection, CVPR2021

A single stage object detection toolbox based on PyTorch

This is a repository for an object detection inference API using the Tensorflow framework.

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.

Simple and comprehensive tutorials in TensorFlow

A Simple and Versatile Framework for Object Detection and Instance Recognition

Object Detection API Tensorflow

YOLO Object detection with OpenCV and Python.

convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.

3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.

Convert between visual object detection datasets

Plug and Play Real-Time Object Detection App with Tensorflow and OpenCV. No Bugs No Worries. Enjoy!

Siamese Mask R-CNN model for one-shot instance segmentation

SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)

Object traking and counting with opencv.

Detectron with VoVNet(CVPRW'19) backbone networks

IceData: Datasets Hub for the *IceVision* Framework

Everything you need in order to get YOLOv3 up and running in the cloud. Learn to train your custom YOLOv3 object detector in the cloud for free!

PaddlePaddle实现的目标检测模型PP-YOLO

Security camera with Raspberry pi and NVIDIA Jetson platforms

Face Detection with Python using OpenCV

A face detection model based on PVANet

电力人工智能数据竞赛——液压吊车目标检测赛道

Custom object detection with the TFLite Model Maker

Unofficial implementation of "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" (https://arxiv.org/abs/2103.14030)

基于深度学习的驾驶员分心驾驶行为（疲劳+危险行为）预警系统使用YOLOv5+Deepsort实现驾驶员的危险驾驶行为的预警监测

Easy-to-use UI for automatically sparsifying neural networks and creating sparsification recipes for better inference performance and a smaller footprint

An optical flow and Kalman Filter based tracker

Keras object detector to detect Fox in Super Smash Bros Melee for the Nintendo Gamecube

Real time image recognition using Core ML

MATLAB example of deep learning based object detection using Yolo v2 with ResNet50 Base Network

最新版本yolov5+deepsort目标检测和追踪，能够显示目标类别，支持5.0版本可训练自己数据集

An Innovative Salient Object Detection Using Center-Dark Channel Prior

achieves 35.1 mAP while as fast as SSD-vgg16

Detect (classify and localize) people, pets and objects using millimeter-wave radar.