Sports Video Analysis Computer Vision Tools

There are 37 sports video analysis tools tracked. 2 score above 50 (established tier). The highest-rated is ArtLabss/tennis-tracking at 51/100 with 649 stars.

Get all 37 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=computer-vision&subcategory=sports-video-analysis&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	ArtLabss/tennis-tracking Open-source Monocular Python HawkEye for Tennis	51	Established	649	Python
2	shukkkur/VolleyVision Applying Deep Learning Approaches to Volleyball Data	50	Established	289	Python
3	OwlTing/AI_basketball_games_video_editor AI Basketball Games Video Editor is a program to get basketball highlight...	46	Emerging	120	Python
4	vcg-uvic/sportsfield_release Code release for WACV 2020, "Optimizing Through Learned Errors for Accurate...	45	Emerging	77	Jupyter Notebook
5	Basket-Analytics/BasketTracking Basketball 🏀 action tracking and understanding using classical computer...	44	Emerging	72	Python
6	lRomul/ball-action-spotting SoccerNet@CVPR \| 1st place solution for Ball Action Spotting Challenge 2023	43	Emerging	130	Python
7	bnww/dart-sense Dart Sense is an automatic dart scoring application. It uses a sophisticated...	43	Emerging	47	Python
8	ghchen99/multi-view-foul-recognition An AI-powered system for classifying fouls in football matches using...	42	Emerging	4	Python
9	wutonytt/Camera-Based-Table-Tennis-Posture-Analysis This is a project of Camera-Based Table Tennis Posture Analysis.	40	Emerging	51	Jupyter Notebook
10	deep-diver/Soccer-Ball-Detection-YOLOv2 YOLOv2 trained against custom dataset	39	Emerging	118	Jupyter Notebook
11	Spiideo/soccersegcal Soccer pitch segmentation and camera calibration in two steps. Step 1,...	38	Emerging	37	Python
12	jadidimohammad/volleyball-tracking Tracking ball in volleyball using YOLO	37	Emerging	12	Python
13	asigatchov/fast-volleyball-tracking-inference Fast Volleyball Tracking Inference: Real-time volleyball ball detection and...	36	Emerging	44	Python
14	ChenFengYe/SportsCap [IJCV 2021] SportsCap: Monocular 3D Human Motion Capture and Fine-grained...	31	Emerging	140	Python
15	abhroroy365/Tennis-Tracker This project utilizes OpenCV, YOLO and CNN to track the position, movement...	31	Emerging	21	Jupyter Notebook
16	zakroum-hicham/football-analysis-CV This repository contains a computer vision/machine learning football project...	29	Experimental	28	Jupyter Notebook
17	jorgecarnicero/Padel-AI-System Autonomous chair umpire and computer vision–based security system for padel....	29	Experimental	6	Jupyter Notebook
18	NikolasEnt/soccernet-calibration-sportlight SoccerNet@CVPR \| 1st place solution for Camera Calibration Challenge 2023	27	Experimental	60	Python
19	anushacodes/tennis-analysis-with-cv Single-camera tennis analysis pipeline using YOLO and TrackNet for court,...	26	Experimental	3	Jupyter Notebook
20	hetuvpatel/BasketVision AI-powered real-time basketball analytics system for player, ball, and rim...	25	Experimental	3	Jupyter Notebook
21	amramer/Badminton-visionAI AI-powered badminton performance analysis system using computer vision,...	23	Experimental	1	Python
22	MaxLSB/volley-judge Volleyball referee hand signal recognition in real-time or video, on a custom dataset	22	Experimental	8	Python
23	UPC-ViRVIG/PadelVic Padel-specific collection of datasets targeted to train and test computer...	18	Experimental	22	—
24	n4wf3l/PlayerTracker PlayerTracker is an innovative platform 🚀 that uses artificial intelligence...	17	Experimental	1	—
25	CJMK1/Badminton-VisionAI 🏸 Analyze badminton performance in real-time with AI-driven player tracking,...	15	Experimental	1	—
26	adityal10/Badminton-Computer-Vision This project analyzes Badminton players in a video to measure their speed,...	14	Experimental	8	Jupyter Notebook
27	salehghotbani/Football_AI_YOLO Football Player, Ball and Referee detection with Yolo v11, Supervision and Roboflow	14	Experimental	1	Jupyter Notebook
28	baddamaneesh123/Sports-Player-Tracking-System python computer-vision opencv machine-learning deep-learning yolov3 ...	13	Experimental	—	Python
29	ben-morehead/VertMeasure A digital vertical jump tester, meant mainly as a performance measurement...	13	Experimental	14	Python
30	AlirezaEbrahimkhani/Football-object-detection-YOLO5 Project to detect players, referee and ball in a football match	12	Experimental	1	Jupyter Notebook
31	DeepSportradar/ball-3d-localization-challenge A Ball 3D Localization challenge on Basketball images. An opportunity to...	12	Experimental	8	Jupyter Notebook
32	adityaabothra/SoccerNet_V2_MultiPlayerTracking Multi Player Detection for Soccer broadcast video Analysis. This is a work...	12	Experimental	6	Jupyter Notebook
33	LukasSeglias/billiard-ai Real-time billiard situation recognition and tracking using image...	12	Experimental	8	C++
34	Atheeth24091998/Player-tracking-and-performance-analysis Deep learning pipeline for player detection and analytics using YOLO,...	12	Experimental	1	HTML
35	Luisrosario2604/Object-detection-soccer-synthetic-data Object detection in soccer scenes trained only with synthetic data (Blender renders)	12	Experimental	7	Jupyter Notebook
36	Blue-Davinci/FooVision This project aims to identify and monitor players, referees, and footballs...	11	Experimental	4	Jupyter Notebook
37	augustomklee/rugby-element-detection YOLOv5-based object detection system for rugby analysis	10	Experimental	1	Jupyter Notebook

Comparisons in this category

tennis-tracking and Tennis-Tracker (51 vs 31) tennis-tracking and tennis-analysis-with-cv (51 vs 26) VolleyVision and fast-volleyball-tracking-inference (50 vs 36) VolleyVision and volleyball-tracking (50 vs 37) Tennis-Tracker and tennis-analysis-with-cv (31 vs 26)