Top 785 object-detection open source projects

目标检测数据集标注工具

Some improvements (center sample) about FCOS (FCOS: Fully Convolutional One-Stage Object Detection).

Code for 15th place in Kaggle Google AI Open Images - Object Detection Track

Home Assistant custom component for using Deepstack object detection

VoVNet backbone networks for detectron2, in CVPR 2020

📖 This guide is to help you understand the basics of the computerized image and develop computer vision projects with OpenCV. Includes Python, Java, JavaScript, C# and C++ examples.

[ICCV 2019] Official implementation of "MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation" in PyTorch + Social Distancing

YOLOv2 and MobileNet_SSD detection algorithms used along with KCF object tracker

🌮 Trash Annotations in Context Dataset Toolkit

This is the implementation of YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design

YOLO: You only look once real-time object detector

After Apple’s introduction of ARKit 2, we have been consistently working behind to create shared-AR experiences. Our goal is to improve the utility of mobile using AR experiences.

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

weakly-supervised object detection platform.

D2Det: Towards High Quality Object Detection and Instance Segmentation (CVPR2020)

PyTorch implementation of several SSD based object detection algorithms.

The remake of the https://github.com/biubug6/Pytorch_Retinaface

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

Synthetic Image generation with Flip. Generate thousands of new 2D images from a small batch of objects and backgrounds.

End-to-End Object Detection Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

OpenMMLab Detection Toolbox and Benchmark

Accelerated deep learning R&D

Make drawing and labeling bounding boxes easy as cake

Self hosted alternative to Google Photos

Caffe2 on iOS Real-time Demo. Test with Your Own Model and Photos.

Out-of-the-box code and models for CMU's object detection and tracking system for surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20

PyTorch*-based Neural Network Compression Framework for enhanced OpenVINO™ inference

Object detection on multiple datasets with an automatically learned unified label space.

LFD is a big update upon LFFD. Generally, LFD is a multi-class object detector characterized by lightweight, low inference latency and superior precision. It is for real-world appilcations.

Image segmentation - general superpixel segmentation & center detection & region growing

Perception toolkit for sim2real training and validation

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Code used to generate synthetic scenes and bounding box annotations for object detection. This was used to generate data used in the Cut, Paste and Learn paper

Deep Learning toolkit for Computer Vision.

reproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5，YOLOv3, etc.

A scratch implementation of Convolutional Neural Network in Python using only numpy and validated over CIFAR-10 & MNIST Dataset

A simple pytorch implementation of CenterNet (Objects as Points)

Tiny-DSOD: Lightweight Object Detection for Resource-Restricted Usage

Image processing using python and opencv

A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.

An extensive ROS toolbox for object detection & tracking and face/action recognition with 2D and 3D support which makes your Robot understand the environment

🌲 Aimbot powered by real-time object detection with neural networks, GPU accelerated with Nvidia. Optimized for use with CS:GO.

👁 Sightseer: TensorFlow library for state-of-the-art Computer Vision and Object Detection models

Neuralet is an open-source platform for edge deep learning models on edge TPU, Jetson Nano, and more.

TensorFlow implementation of the YOLO (You Only Look Once)

Traffic Sign Detection. Code for the paper entitled "Evaluation of deep neural networks for traffic sign detection systems".

⚾🤖⚾ Automatic baseball pitching overlay in realtime

Marvel - Face Recognition With Android & OpenCV

NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection.

thor: C++ helper library, for deep learning purpose

Caffe codes for our papers "Multiple Instance Detection Network with Online Instance Classifier Refinement" and "PCL: Proposal Cluster Learning for Weakly Supervised Object Detection".

Deep learning codes and projects using Python

Self-hosted NVR with object detection

A tensorflow implementation with SSD model for person detection and Kalman Filtering combined for tracking

Deep Learning API and Server in C++14 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite

Code for training py-faster-rcnn and py-R-FCN on multiple GPUs in caffe

This project implements a real-time image and video object detection classifier using pretrained yolov3 models.

A Python Library for Document Layout Understanding

This is a list of awesome articles about object detection from video.