JacobKayembekazadi/scoutbase-Africa

# ScoutBase Africa Vision OS **AI-Powered Player Intelligence & Risk Assessment Platform for African Football** --- ## Overview ScoutBase Africa transforms raw match footage into verified player intelligence using computer vision. Point a camera at any African league match and automatically generate the same quality of player data that European leagues produce with million-dollar stadium systems. ### Core Capabilities | Feature | Technology | Output | |---------|------------|--------| | **Player Detection** | YOLOv11 | Bounding boxes for every person per frame | | **Multi-Object Tracking** | ByteTrack | Persistent player IDs across entire match | | **Text-Prompted Segmentation** | SAM3 (NEW) | "Segment all players in blue jerseys" | | **Team Differentiation** | SAM3 + Color Analysis | Home/Away/Referee classification | | **Metrics Extraction** | Custom Pipeline | Minutes, sprints, speed, heat maps | | **AI Scout Reports** | Gemini/Claude | Natural language performance analysis | --- ## Architecture ``` Video Input │ ▼ ┌─────────────────────────────────────────────────────────────────┐ │ VISION PIPELINE │ │ │ │ ┌──────────────┐ ┌──────────────┐ ┌──────────────────┐ │ │ │ YOLO v11 │───▶│ ByteTrack │───▶│ Metrics │ │ │ │ Detection │ │ Tracking │ │ Extraction │ │ │ └──────────────┘ └──────────────┘ └──────────────────┘ │ │ │ │ │ │ │ │ ▼ │ │ │ │ ┌──────────────────┐ │ │ │ └─────────▶│ SAM3 Enhancement │◀─────────┘ │ │ │ (Optional Layer) │ │ │ │ - Text Prompts │ │ │ │ - Team Labels │ │ │ …