Industry Served:
Games & Sports
Our client, a sports technology company, wanted a detailed platform to modernize bowling training using AI-driven video analysis. The system needed to focus on detecting key points on the bowler’s body, providing in-depth performance insights to enhance technique and reduce injury risk.
This platform serves coaches and admins, aiming to track player improvement over time and create a more interactive, data-informed coaching experience.
The traditional methods in bowling coaching relied heavily on visual observation, limiting precision and consistency in feedback. The client required a solution to overcome the following challenges.
Coaches needed precise data to deliver targeted feedback and guide players' improvements.
Videos & performance data were managed manually, leading to inefficiencies in analysis.
Tracking improvements over time was challenging without centralized data storage.
We developed a comprehensive digital platform that utilizes advanced AI and real-time data processing to transform the bowling training experience. The solution includes a sophisticated video analysis algorithm that identifies key points on the bowler's body to provide precise insights into technique and movement.
AI-driven processing generates actionable data from each training video, automatically highlighting critical form elements like posture, release angle, and alignment. The platform is designed with two primary interfaces: a Coach Interface for performance review and an Admin Interface for system management.
Video instructions ensure videos are captured with correct angles for consistent analysis.
Provides feedback on critical aspects like body alignment, bowling speed, and technique.
Allows organization of videos by session or player, streamlining future references.
Processed images from videos are available instantly, pinpointing strength and improvement.
Coaches can compare multiple images over time to track incremental progress.
Add and manage coach accounts with options for profile updates and secure login.
A centralized library for video storage and backup, ensuring easy retrieval and data protection.
Stores processed images from all sessions, allowing admins to monitor player improvements.
View and compare images across sessions and export findings as shareable PDF reports.
Ensures that only authorized personnel can view, modify, or download sensitive player data.
Coaches record player videos from specified angles to capture key movements. These videos are then uploaded to the platform for processing.
The platform automatically analyzes the video, detecting key points on the player’s body, such as arm swing, posture, and release angle. This analysis provides precise performance insights, aiding in technique correction.
Coaches review processed images and data insights generated by the platform. They can compare current performance metrics with previous sessions to monitor player improvement over time.
Admins oversee platform usage, manage user access, and organize video resources. They also handle data backups and ensure secure storage, maintaining data integrity & security.
The platform’s automated data capture and image processing tools significantly decreased the time coaches spent analyzing each player’s form and technique.
Interactive progress tracking and visual reports fostered a sense of achievement among players, increasing engagement and adherence to training plans.
Admins reported a notable reduction in time spent managing resources and platform settings due to centralized controls and automated backups.
Responsive UI for coaches and admins.
Ensures clean, mobile-friendly layouts.
Manages real-time state efficiently.
Handled API requests and server-side logic.
Secure storage for structured data.
Drives video analysis and body pose tracking.
Scalable storage for videos and processed data.
Secures all data transmissions.
Ensures authenticated access.
Simplifies AI model management and serverless deployments.
Containerization for consistent performance across environments.
The platform’s data-driven video analysis and real-time feedback tools have empowered our coaches to deliver more precise and effective training. The improvement in player performance is evident, and the ability to track progress has added tremendous value.
This digital transformation has not only enhanced our training standards but also made coaching a more engaging experience for everyone involved.
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