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C# or Python AI Frame Detection Engine

Budget: $160.0 FIXED / ⭐ 0.00 (0) South Africa

python, machine-learning, neural-networks, c#, api, deep-learning

Gewenste kwalificaties

  • Ervaring: Expert
• Description We will provide the sports data to you. Screen video frames will be fed into a backend engine via API: 1. Types of sports What sport is it? Football/basketball/rugby/American football, etc 2. List of Logos Detected logos: UEFA, Real Madrid, Bayern Munich, Liverpool, Inter, etc 3. List of players Identify players from the shirt: 10 Kylian Mbappe, 11 Rodrygo, 12, 13 … 4. Home/away From the players’ wears: Real Madrid home/away, Liverpool home/away etc 5. Match info (team and score) on the top left corner of the screen (if there is any) 6. Who is holding the ball. Upon a worker's initiation and processing, your engine will store the identified information in memory and send it back to the front end. The worker can be re-initiated/reused. For training purposes, there will be the following folder structure for training your engine: Example folder structures for training: SportsDetection\Football\2026\Ball\football_01.png, football_02.png SportsDetection\Football\2026\Logos\Arsenal\arsenal_01.png, arsenal_02.png SportsDetection\Football\2026\Wear\Arsenal\Home or Away\arsenal_home_01.png arsenal_away_01.png The player's name and number will be provided as a text file. You can use FastAPI (Python) or an ASP.NET Core API (C#). The API or dashboard will (re)initiate the worker (there are multiple workers) and keep sending frames via the API. We can set the number of workers to 3 as a start, but it can be scaled to an unlimited number. Your engine will work in both GPU- and non-GPU Windows/Linux environments and return lists of sports data to the front end during continuous frame delivery. You will need to create a simple front end to show that your system works. • Bidding Your bid is my budget. If you deliberately submit a low bid to get me to speak to you, you either revise your bid, or I will ignore you. • Delivery We need the source code and will integrate your program into a much larger one. You will be paid once you finish all the work and it works on my machine. We will also attack your program, as it must be secure and reliable, with no loopholes. It has to be bug-free. • Platform Your code has to work on Windows. • Workplace You will be working online remotely. • Experience Please share your detailed work experience and portfolio. Without similar experience, you are unlikely to be awarded, as you may not finish the project anyway. • IP The intellectual property, including the source code, belongs to Sors Markets Ltd. • Interview We may interview you to see if you can work on the project. • Demo We will need to do a demo. If you have any questions, please send us a message. • Further work More work may need to be awarded to the winner.
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