https://github.com/ivangael/boxingwithml

Fists detection with punch counting for boxing.
https://github.com/ivangael/boxingwithml

boxing-game fist-detection mediapipe opencv pynput python scipy

Last synced: about 1 month ago
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Fists detection with punch counting for boxing.

• Host: GitHub
• URL: https://github.com/ivangael/boxingwithml
• Owner: IvanGael
• Created: 2024-06-17T02:01:45.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2024-06-29T07:54:15.000Z (5 months ago)
• Last Synced: 2024-10-14T01:20:56.575Z (about 1 month ago)
• Topics: boxing-game, fist-detection, mediapipe, opencv, pynput, python, scipy
• Language: Python
• Homepage:
• Size: 16 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# BoxingWithML

Fists detection with punch counting for boxing. 

This project uses Mediapipe and OpenCV to detect hand movements, specifically fist punches, from a video feed. It determines the handedness (left or right) of the detected fist and counts the number of punches. Additionally, it provides a visual overlay indicating the detection and counts the punches with a delay to avoid multiple counts for the same punch.

Features

- Hand Detection: Uses Mediapipe for detecting hands in the video feed.

- Fist Detection: Identifies when a hand forms a fist.

- Handedness Determination: Determines if the detected fist is from the left or right hand.

- Punch Counting: Counts punches with a delay mechanism to ensure accurate counting.

![Demo](demo.png)

## Requirements

````

pip install -r requirements.txt

````