Top 785 object-detection open source projects

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

Object Tracking in Tensorflow ( Localization Detection Classification ) developed to partecipate to ImageNET VID competition

Feature Pyramid Networks for Object Detection

🕶 A curated list of Tiny Object Detection papers and related resources.

k-means clustering with the Intersection over Union (IoU) metric as described in the YOLO9000 paper

In-Browser Object Detection using Tiny YOLO on Tensorflow.js

A-Fast-RCNN (CVPR 2017)

Implementation of Single Shot MultiBox Detector in TensorFlow, to detect and classify traffic signs

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

Object detection project for real-time (webcam) and offline (video processing) application.

Computer vision based ML training data generation tool 🚀

Multi-object trackers in Python

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

A PyTorch Implementation of Single Shot MultiBox Detector

Build fully-functioning computer vision models with PyTorch

Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge

CVPR 2021 论文和开源项目合集

Code for AAAI 2021 paper: R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object

PyTorch implementation of the YOLO (You Only Look Once) v2

Single Shot MultiBox Detector in TensorFlow

NVIDIA Deep learning Dataset Synthesizer (NDDS)

Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.

无人驾驶相关论文速递

This repo is implemented based on detectron2 and centernet

A curated list of object proposals resources for object detection

Train a state-of-the-art yolov3 object detector from scratch!

Google Brain AutoML

Caffe implementation of our multi-scale object detection framework

An easy to understand and better performance version of CenterNet

Computer vision based vehicle detection and tracking using Tensorflow Object Detection API and Kalman-filtering

🎨 Pytorch YOLO v5 训练自己的数据集超详细教程！！！ 🎨 (提供PDF训练教程下载）

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Multi-camera live traffic and object counting with YOLO v4, Deep SORT, and Flask.

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020

基于视频的目标检测算法研究

Tensorflow Faster RCNN for Object Detection

ImageNet 2015 Object Detection from Video (VID)

FoveaBox: Beyond Anchor-based Object Detector

An easy to use C# deep learning library with CUDA/OpenCL support

real-time fire detection in video imagery using a convolutional neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon) + ICMLA 2019 paper (Samarth / Bhowmik / Breckon)

RectLabel - An image annotation tool to label images for bounding box object detection and segmentation.

Custom Object Detection with TensorFlow

Most popular metrics used to evaluate object detection algorithms.

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

End-to-End Object Detection with Fully Convolutional Network

🍎 My own face recognition with deep neural networks.

This repository contains the source code of our work on designing efficient CNNs for computer vision

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"

Real time eye tracking for embedded and mobile devices.

This repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.

A Keras implementation of YOLOv4 (Tensorflow backend)

(CVPR 2021 Oral) Open World Object Detection

🌓 Bringing pjreddie's DarkNet out of the shadows #yolo

Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].

Implementations of CVPR 2019 paper Distilling Object Detectors with Fine-grained Feature Imitation

Finger Detection and Tracking using OpenCV and Python

an experiment for yolo-v1, including training and testing.

Neural networks training pipeline based on PyTorch

A General Toolbox for Identifying Object Detection Errors