The Story

Determined to revolutionize cricket coaching, the client envisioned leveraging AI to offer in-depth performance feedback and track players’ progress. With this vision, they aimed to provide a game-changing approach to sports training by integrating cutting-edge technologies into a seamless coaching platform.

Our client is a prominent player in India's sports broadcast industry, specializing in cricket. They sought to revolutionize sports coaching through AI, aiming to enhance player performance and training in cricket.

Amit Jangid

Founder & CTO

Challenges

• > Developing an AI-based coaching platform for cricket, a sport with intricate nuances.

• > Analyzing player performance through recorded data and providing actionable feedback.

• > Tracking individual players within a team context during gameplay.

• > Ensuring the system’s precision and reliability for effective training.

The Solution

To address these challenges, a team of Data Scientists, Mobile Developers, and Quality Assurance Engineers utilized a tech stack that included PyTorch, OpenCV, and Google Cloud Platform (GCP). They developed a cloud-deployed AI engine capable of analyzing 133 body joints for performance feedback. Additionally, advanced modules like Object Detection, Object Tracking, and Pose Estimation were integrated, enabling the platform to track players and deliver tailored coaching insights. This powerful AI-based solution utilized Python, PyTorch, MMCV, Time Series Analysis, Kubeflow, Flutter, and Firebase for smooth operation.

The Outcome

The AI-powered coaching platform revolutionized cricket training by providing detailed, personalized feedback to players. It enabled precise player tracking, performance analysis, and individualized coaching within a team. The solution not only enhanced sports training but also demonstrated the immense potential of AI in sports performance analysis, solidifying the client's position as a visionary leader in the industry.