https://github.com/mehboob14/mlb-hack
Baseball Videos Metrics Extractor is a hackathon project designed to analyze sports performance by extracting key metrics from videos using OpenCV and overlaying them using MoviePy. It provides an easy-to-use web interface where users can upload videos or provide URLs and receive a processed video with insights.
https://github.com/mehboob14/mlb-hack
fastapi gcp moviepy opencv react
Last synced: 8 months ago
JSON representation
Baseball Videos Metrics Extractor is a hackathon project designed to analyze sports performance by extracting key metrics from videos using OpenCV and overlaying them using MoviePy. It provides an easy-to-use web interface where users can upload videos or provide URLs and receive a processed video with insights.
- Host: GitHub
- URL: https://github.com/mehboob14/mlb-hack
- Owner: mehboob14
- License: mit
- Created: 2025-01-18T11:20:56.000Z (9 months ago)
- Default Branch: main
- Last Pushed: 2025-02-19T05:12:08.000Z (8 months ago)
- Last Synced: 2025-02-19T06:22:50.352Z (8 months ago)
- Topics: fastapi, gcp, moviepy, opencv, react
- Language: JavaScript
- Homepage: https://mlb-hack.vercel.app
- Size: 258 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
STATVISION
Video Metrics Analyzer is a hackathon project, a web-based tool that extracts key metrics from videos using OpenCV and overlays them onto the video using MoviePy.
🚀 Features
✅ Upload video or provide a URL
✅ Extract metrics like pitch speed, launch angle, etc.
✅ Overlay extracted metrics on the video
✅ Download the processed video
🛠️ Tech Stack
Frontend: React.js
Backend: FastAPI
Processing: OpenCV, MoviePy,Google Cloud
🔧 Setup Instructions
Clone the repository
Install dependencies for frontend & backend
cd frontend && npm install
cd ../backend && pip install -r requirements.txt
Run the backend
uvicorn main:app --reload
Start the frontend
cd frontend && npm start