object-detection

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

Gluon CV Toolkit

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

A Unified Toolkit for Deep Learning Based Document Image Analysis

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

computer vision and sports

Most popular metrics used to evaluate object detection algorithms.

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

A collection of sample apps to demonstrate how to use Google's ML Kit APIs on Android and iOS

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

Free to use online tool for labelling photos. https://makesense.ai

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home, office or any other place you want to monitor.

Accelerated deep learning R&D

A PyTorch implementation of the YOLO v3 object detection algorithm

D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement [ICLR 2025 Spotlight]

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

Open-Source AI Camera Skills Platform, AI NVR & CCTV Surveillance. Local VLM video analysis with Qwen, DeepSeek, SmolVLM, LLaVA, YOLO26. LLM-powered agentic security camera agent — watches, understands, remembers & guards your home via Telegram, Discord or Slack. Pluggable AI skills. OpenAI, Google, Anthropic or local AI. Runs on Mac Mini & AI PC.

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

A cross-platform video structuring (video analysis) framework based on CV models & mLLM.

ICCV 2025 论文和开源项目合集

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

Simple and comprehensive tutorials in TensorFlow

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

Images to inference with no labeling (use foundation models to train supervised models).

[ECCV2024] API code for T-Rex2: Towards Generic Object Detection via Text-Visual Prompt Synergy

Lightweight Python library for adding real-time multi-object tracking to any detector.

Base on YOLOv5 Head Person Helmet Detection on Construction Sites，基于目标检测工地安全帽和禁入危险区域识别系统，🚀😆附 YOLOv5 训练自己的数据集超详细教程🚀😆2021.3新增可视化界面❗❗