Wireless Camera Manufacturing Company
Activity and Object Detection for Tennis
Summary
With offices in North America, Europe, and Asia, this organization is the top manufacturer of wireless portable digital magnification cameras that provide real-time video transmission and works with resellers and dealers worldwide. Folio3 developed a state-of-the-art computer vision-based AI solution that processed high-resolution images and videos of the tennis ball in real-time to determine the ball's exact location in a game.
About the Customer
A leading provider of wireless portable digital magnifying cameras with real-time video transmission. The company’s product portfolio includes a wide variety of wired and wireless cameras and accessories. Its cutting-edge optics technology gives users crystal clear vision, pictures, and video.
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Team composition
5-6 members
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Expertise used
Object Detection, Object Tracking, Real-Time processing
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Duration
4-6 months
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Services provided
AI Image processing, Front-end Application, Back-end engineAI Model Development, Web Interface & Dashboards, AI Model Optimizations
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Country
US
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Industry
Wireless Camera Manufacturing
Solution
Folio3 developed and trained the machine learning model to be deployed in the solution and also built a user interface to manage and run the solution with a descriptive reporting system.
Real-Time Detection
The solution utilizes machine learning to provide an accurate location of the ball in real-time during the game, using live video from HD digital cameras installed on the game field
Front-End User Interface
A user interface was developed to show the results and points, every time the tennis ball landed off course or when there was a fault.
Real-Time Tracking
IReal-time tracking of all ball and player movements to determine ball and player speed, size, and position
Descriptive Reporting System
A descriptive reporting system that displays results in real-time after receiving data from trained AI models.
Result
With Folio3 AI’s solution, our client was able to detect and track the tennis ball with an accuracy of up to 90%, within an ongoing game in real-time, which automated the scorekeeping process, and defined fouls/faults and penalties with more precision thereby creating a smooth and delightful experience for players.
