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Feature - Video Analysis Engine
Feature - Video Analysis Engine
Automated segmentation, tagging and intelligence extraction for football video.
Video Analysis Engine
Transforms raw match & training footage into structured tactical and technical data.
Capabilities
- Ingestion normalization & transcoding
- Phase & possession segmentation
- Event detection (passes, carries, duels, shots)
- Context layering (pressure, zone, body orientation)
- Automated clip indexing & share packs
Workflow
- Upload
- Pre-process (transcode + extract frames)
- Event model pass
- Context enrichment
- Availability in UI & APIs
Outputs
| Layer | Description | Example |
|---|---|---|
| Raw Events | Atomic detections | Pass, Shot |
| Enriched | Event + spatial + tactical | Pressed diagonal pass |
| Aggregates | KPI computed sets | Final third entries |
| Trends | Rolling windows | 5-match non-pen xG trend |
Quality Controls
- Confidence thresholds & review queue
- Human validation override
- Drift monitoring & model recalibration hooks
Delivers actionable clarity instead of raw noise.