possession

Real-time sports analytics toolkit built on the Roboflow ecosystem. Detects players and ball via RF-DETR, tracks with ByteTrack, classifies teams by jersey color, and computes possession, speed, distance, and heatmaps.

roblox nextbot possession

Noita creative menu and sandbox toolkit for transformations, possession, spells, wands, items, perks, effects, entity spawning, weather and world rules.

Computer vision pipeline for soccer analytics: player/ball detection & tracking, team classification, possession counting, and pass-event detection from raw match videos.

Estimates team possession per frame from football tracking data using distance rules, temporal smoothing and LightGBM.

⚽ Possession, Explained — an explainable match-intelligence demo where every AI claim cites the exact possession behind it: deterministic possession metrics, three citation-enforced agents, and zero invented numbers 📊

Tutorial-inspired football tracking prototype: offline synthetic demo, bounded ball repair, uncertain possession and calibrated movement with tests.