tracknet 开源项目推荐（20 个）

qaz812345 /TrackNetV3

论文实现 - TrackNetV3：通过增强和轨迹整流增强羽毛球跟踪

alenzenx /TrackNetV3

TrackNetV3：超越TrackNetV2，以及使用Attention的“首个”TrackNet

WeiyePlayer /TTcut

本地离线乒乓球回合分析与自动视频剪辑工具

ychenfen /badminton-pipeline-repro

羽毛球比赛视频智能分析 | Badminton match video analytics: TrackNet shuttle detection + YOLOv8s-pose player tracking + court homography + bullet-time FX. Runs end-to-end on Apple Silicon. 完整文档与 AI agent 任务包见 HANDOVER.md

mareksubocz /TrackNet

🔦 Pytorch implementation of TrackNet

anushacodes /tennis-analysis-with-cv

Single-camera tennis analysis pipeline using YOLO and TrackNet for court, player, and ball detection with geometric reconstruction.

asigatchov /vball-net

Volleyball tracking - VballNet is a specialized deep learning framework designed for volleyball tracking, built upon the foundation of TrackNetV4. This repository includes two primary models, VballNetV1 and VballNetFastV1

FooHou111 /ShuttlecockHittingEventDetection-RallyAnalysis-Badminton-Using-ComputerVision-MachineLearning

Shuttlecock hitting event detection and rally analysis in badminton using computer vision (TrackNet/YOLO) and machine learning (F0/F1 feature sets) for match winner prediction.

rayzhao27 /rallyvision

On-device tennis ball tracking: a TrackNet-style CNN in PyTorch, evaluated leakage-free and deployed to Apple Neural Engine via Core ML (52 FPS).

wlsdn66597 /portable-abs-smartphone

스마트폰 2대 기반 야구 ABS — 공 검출→2-view 삼각측량 3D 복원→KBO 2-plane Strike/Ball 판정 재현 파이프라인 (영상부터 표·그림 재생성)

impigsea /PingPong-Ball-Tracker

Windows app for white table-tennis ball tracking and subtle trajectory rendering with TrackNetV3.

sujan123123 /shuttlecock

🖥️ Unify multiple GPUs into a single logical accelerator to boost compute efficiency and simplify multi-GPU execution and scheduling.

baddamaneesh123 /Sports-Player-Tracking-System

python computer-vision opencv machine-learning deep-learning yolov3 sort tracknet object-tracking ball-tracking sports-analytics video-analytics real-time tennis

nikhilpravinpise /Deuce

Racket-sports analysis from one phone camera. An Android app plays your own match video while a cloud GPU engine draws the shuttle trail, hits, rallies and court lines on the real footage. No model training; unsupported results are withheld, not guessed.

sasank-in /Tennis-ball-tracking

An AI pipeline to detect and track the tennis ball with combination of YOLO and Tracknet architecture.

kamhyles /tennis-vision

Computer-vision tennis analysis with pose tracking, YOLO, TrackNet, and fine-tuned RF-DETR ball detection

divyaprakash0426 /badminton-ai

AI-powered computer vision analytics and tactical coaching engine for badminton singles matches

Albi1999 /Tennis_Sport_Analysis

Academic group project for the Vision and Cognitive Systems Course of the MSc in Data Science @ UniPD 2024/2025

bryanlje /mds06-backend

Scalable Flask API powering the Badminton AI Analyser. Orchestrates a concurrent multi-model pipeline (YOLO, StrongSORT, TrackNet, SlowFast) on Google Cloud Platform to process high-speed match footage.

gericapo98 /tracknet-coreml

Core ML port of TrackNetV3 ball tracking for Apple Silicon: converter, inference