Mar 19, 2021
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Service categories
Service Lines
Big Data
Software Development
Domain focus
Other
Programming language
JavaScript
Python
Frameworks
React.js
Challenge
The client’s goal was to make coaching, player development and recruiting effortless. They strive to bring professional football analytics to non-professional football clubs.
To achieve this, the client offers an easy-to-install and use solution armed with two cameras that uses a cloud platform for analytics extraction.
The client’s goal was to make coaching, player development and recruiting effortless. They strive to bring professional football analytics to non-professional football clubs.
To achieve this, the client offers an easy-to-install and use solution armed with two cameras that uses a cloud platform for analytics extraction.
Solution
Our team adopted the Quantum video analytics platform for people detection and tracking on a football field with further statistics gathering.
Our solution combines video, GPS sensors, and artificial intelligence into a single intuitive application. The solution has three main components:
The people tracking system
The ball tracking system
The pattern recognition system
Our team adopted the Quantum video analytics platform for people detection and tracking on a football field with further statistics gathering.
Our solution combines video, GPS sensors, and artificial intelligence into a single intuitive application. The solution has three main components:
The people tracking system
The ball tracking system
The pattern recognition system
Results
The Quantum video analytics platform we used as the basis allows describing patterns based on behavior, relative positions, and object interaction. Based on an interview with our product owner and following his explanations, models were trained to recognize patterns like a human.
The Quantum video analytics platform we used as the basis allows describing patterns based on behavior, relative positions, and object interaction. Based on an interview with our product owner and following his explanations, models were trained to recognize patterns like a human.