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Premium Project

nothingbutnet

The AI-Powered Basketball Analytics Studio. A premium, full-stack performance platform leveraging Computer Vision to track shooting metrics and trajectories.

Ecosystem Expansion

While the core CV engine is battle-tested, I am currently developing a comprehensive web interface to complement the mobile analysis experience, bringing the full "Analytics Studio" to the big screen.

Core Features

  • AI Shot Tracking

    Automated detection of FGM and FGA using OpenCV-powered analysis.

  • Analytics Studio

    High-performance dashboard with bento-grid layouts and Chart.js visuals.

  • Liquid Glass Design

    Modern aesthetic with fluid animations powered by Framer Motion.

  • Membership Tiers

    Integrated Stripe payments for Guest, Free, and Pro tiers.

  • Coordinate Mapping

    Precision hoop and ball detection for accurate trajectory estimation.

Technology Stack

FrontendReact 19, Vite 6, Framer Motion, Three.js
BackendNode.js (Express 5), MongoDB, Stripe SDK
CV ServicePython 3.x, Flask, OpenCV, NumPy
VisualizationChart.js, Vanilla CSS

Performance Optimization

Currently implementing Phase 1 Optimization:

  • 80% reduction in processing latency
  • Migration to YOLOv8/v11-nano tracking
  • Native C++ porting for on-device processing

The Mission

Nothing But Net was born from the intersection of competitive basketball and creative engineering. The goal was to build more than just a tracking app—I wanted to create a professional-grade studio that provides elite-level intelligence to any player with a smartphone.

The transition from traditional CV techniques (like Hough Circle Transform) to modern AI object detection has been a core focus, ensuring that the platform remains robust in real-world outdoor court environments.