Gully Vision
Link to open source: https://github.com/nippunrana/gully-vision
Link to Live Project: https://codepane.com/gully-vision/
Gully Vision - AI-Powered Grassroots Cricket Scouting
Lucknow has a thriving gully and club cricket culture — from the maidans of Aliganj and Rajajipuram to the shadow of Ekana Stadium. But raw talent rarely gets discovered. Grassroots players have no access to formal scouting, academy networks, or UPCA selectors. Their careers stall not because of ability, but because no one was watching.
Gully Vision bridges that gap. Players upload a short batting or bowling video (shot on any mobile phone), and our Gemini AI agent analyzes their technique across standardized metrics — footwork, shot selection, release action, line and length, and more. The system generates a full player scorecard and profile.
For promising players who cross a scouting threshold, Gully Vision's outreach agent automatically drafts and sends a contextual, professional pitch to UPCA selectors and local cricket academies — written in the voice of a scout, grounded in local context ("spotted at Aliganj maidans, playing like a future Ekana star").
Goal: Make talent discovery in grassroots cricket as accessible as recording a video on your phone.
Tech: Vanilla HTML/CSS/JS frontend · PHP backend · Google Gemini API (multimodal video understanding) · Agentic outreach via SMTP
This build was uploaded as a hackathon project







