Develop a Custom Soccer Video Analysis Tool Using AI -- 2
€20-100 EUR
Paid on delivery
I am looking for a developer to build a custom video analysis tool for soccer matches. The goal is to process full match footage and automatically tag events such as goals, passes, player tracking, possession analysis, average player positions, xG calculations, and more.
Key Deliverables:
1) Object Detection and Tracking:
Use YOLO (or similar) for player and ball detection.
Integrate DeepSort or a comparable tracking library for consistent player tracking across frames.
2) Event Detection:
Automatically detect events such as goals, passes, shots, etc.
Implement logic to analyze possession time and calculate xG.
3) Output Data:
Generate reports with average player positions, event summaries, and possession breakdowns.
Include visual overlays on the video showing tracked objects and detected events.
4) Video Processing Pipeline:
Efficiently process full match footage (90+ minutes).
Ensure compatibility with common video formats.
5) Code Documentation:
Provide clean, modular, and well-documented code for future updates or enhancements.
I want to be able to upload footage captured by a Veo camera for example, and use this to generate stats for analysis. Please attach your estimated timeline and cost for the project. Any suggestions or improvements you can propose for the requirements listed. I will only be replying to people with direct experience and people who can provide evidence of similar projects completed in the past.
Project ID: #39016669
About the project
4 freelancers are bidding on average €73 for this job
Hi there, I believe I can help you with this project as i have the experience with Sports, Machine Learning (ML), Coding and Artificial Intelligence. here is my portfolio: https://www.freelancer.com/u/ayesha0124
I understand the need for a custom soccer video analysis tool that can efficiently process match footage and provide detailed insights. My experience in developing AI-powered solutions aligns well with the requirements More
I specialize in developing custom AI tools for sports analysis, and I am excited about the opportunity to work on your soccer video analysis project. My approach involves leveraging advanced object detection algorithms More