Top 785 object-detection open source projects

SSD: Single Shot MultiBox Detector pytorch implementation focusing on simplicity

Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018

Open Toolkit for Painless Object Detection

🙄 Difficult algorithm, Simple code.

在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

🦷 Detection of restorations and treatments on dental x-rays in Tensorflow, using Faster-RCNN

Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.

Review on Object Detection Metrics: 14 object detection metrics including COCO's and PASCAL's metrics. Supporting different bounding box formats.

Realtime mobile visualize based Object Detection based on TensorFlow and YOLO model

Pytorch implementation of "AutoAssign: Differentiable Label Assignment for Dense Object Detection"

A PyTorch Detectron codebase for domain adaptation of object detectors.

Yolo (Real time object detection) model training tutorial with deep learning neural networks

YOLOv2 trained against custom dataset

Steps to reproduce training results for the paper Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks?

NVR with realtime local object detection for IP cameras

🐱 Take kemono pictures and lines up 3, then tanoshii

Awesome Resources for Advanced Computer Vision Topics

Simpler app for tensorflow object detection API

9th Place Solution of Kaggle Global Wheat Detection

How to run YOLO on Jetson TX2

Implemented the YOLO algorithm for scene text detection in keras-tensorflow (No object detection API used) The code can be tweaked to train for a different object detection task using YOLO.

FCOS: Fully Convolutional One-Stage Object Detection.

Hands video tracker using the Tensorflow Object Detection API and Faster RCNN model. The data used is the Hand Dataset from University of Oxford.

Fast Object Detector for the Jetson Nano

Differentiable IoU of rotated bounding boxes using Pytorch

A Real Time Object Detection application on iOS using Tensorflow and pre-trained COCO dataset models. Video frames are captured and inference is done locally using the provided mobilenet models. Both Swift and Objective-C projects.

FrostNet: Towards Quantization-Aware Network Architecture Search

R interface to fast.ai

Making custom object detector using Yolo (Java and Python)

An open source framework for deep learning on satellite and aerial imagery.

Code to export full segmentations from GTA

Non-maximum suppression for object detection in a neural network

automatic tagging data, the training data prepare for mask-rcnn

Implementation of "Harmonizing Transferability and Discriminability for Adapting Object Detectors" (CVPR 2020)

To keep updates with VRU Grand Challenge, please use https://github.com/NExTplusplus/VidVRD-helper

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Python and OpenCV based object tracking software

FaceBoxes for hand detection in PyTorch

Use the Tensorflow Object Detection API with Tensorflow 2

A newly built high-resolution dataset for object detection and pedestrian detection (IEEE TIP 2020)

Deep Learning for Automatic Pneumonia Detection, RSNA challenge

Deep Hough Voting for 3D Object Detection in Point Clouds

A data generator for 2D object detection

PANet for Instance Segmentation and Object Detection

This is sample code for object detection using OpenCV on android

A pure torch implement of FCOS 37.2AP

Frustum PointNets for 3D Object Detection from RGB-D Data

Ros package for basic autonomous lane tracking and object detection

Fish detection using Open Images Dataset and Tensorflow Object Detection

The System consists of two main components. Vehicle detection model and A graphical user interface (GUI)

Implementation of SSD (Single Shot MultiBox Detector) using Chainer

A curated list of repositories for my book Machine Learning Solutions.

Implementation of "SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses"

SECOND for KITTI/NuScenes object detection

Adaptive Real-Time Object Detection System with HOG and CNN Features

Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.

Yet Another MXnet DETection

Annotation tool for images

generate physically realistic synthetic dataset of cluttered scenes using 3D CAD models to train CNN based object detectors