ameynarwadkar / Tennis-Analysis-System

This computer vision project analyzes tennis match videos using cutting-edge techniques. It employs YOLOv8 for player detection, finetuned YOLO for ball tracking, and ResNet50 for extracting court keypoints. Additionally, it calculates player and ball speeds and generates a mini court reflecting player positions.

Date Created 2024-04-11 (10 months ago)
Commits 16 (last one 3 months ago)
Stargazers 33 (1 this week)
Watchers 1 (0 this week)
Forks 3
License apache-2.0
Ranking

RepositoryStats indexes 615,809 repositories, of these ameynarwadkar/Tennis-Analysis-System is ranked #571,914 (7th percentile) for total stargazers, and #556,548 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #16,464/18,338.

ameynarwadkar/Tennis-Analysis-System is also tagged with popular topics, for these it's ranked: computer-vision (#3,023/3206),  object-detection (#1,140/1211)

Other Information

ameynarwadkar/Tennis-Analysis-System has Github issues enabled, there is 1 open issue and 2 closed issues.

Star History

Github stargazers over time

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Watcher History

Github watchers over time, collection started in '23

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Recent Commit History

16 commits on the default branch (main) since jan '22

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Yearly Commits

Commits to the default branch (main) per year

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Issue History

Total Issues
Open Issues
Closed Issues
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Languages

The primary language is Jupyter Notebook but there's also others...

Jupyter NotebookJupyter NotebookPythonPython

updated: 2025-02-16 @ 10:25pm, id: 785167241 / R_kgDOLsyziQ