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Computer Vision & Deep LearningSystem ID: EVR-PLATFORM-05•5 min read

Next-Gen Sports Analytics & Computer Vision Platform

End-to-end sports analytics web platform delivering automated computer vision models, video processing, and player performance metrics.

Primary Impact:Enterprise Platform
Core Stack:TypeScriptComputer VisionReactVideo AICloud Pipelines
Next-Gen Sports Analytics & Computer Vision Platform
!The Challenge

Operational Friction & Bottlenecks

Athletes and coaches lack affordable, automated computer vision tools to dissect match footage and extract biomechanical performance metrics without manual tagging.

✓The Evaroid.AI Solution

Engineered AI Architecture

A modern cloud-backed platform where users upload match clips to receive automated player tracking, release kinematics, swing speed analytics, and video breakdowns.

System Architecture

Technical Execution & Pipeline Flow

EVR-PLATFORM-05 FLOW
1
Cloud video upload with chunked streaming and automated transcode
2
Serverless worker orchestration dispatching AI vision models
3
Automated event detection indexing key match deliveries and batting strokes
4
Biomechanical telemetry generation with visual HUD overlays
5
Interactive Next.js dashboard displaying player heatmaps and metric charts

Measurable Results & Business Impact

10x
Faster Analysis than Manual Tagging
50+
Automated Metrics Tracked per Delivery
100%
Cloud-Based Browser Accessibility

Key Capabilities & Features

Interactive frame-by-frame analysis with AI trajectory overlays
Automated highlight reel generation based on AI key-event detection
Player performance trend analytics over time
Collaborative coach notes and shareable video links

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