IN THE CHECKOUT
Software path exists
FastAPI image inference and recorded MP4 job routes, a tenant-key boundary, typed outputs and a local web console are present in the imported IRISEA snapshot. The service fails closed when a reviewed model manifest and checkpoint are missing.
NOT ESTABLISHED
Field performance is unknown
No rights-cleared maritime footage has been run through a verified checkpoint here. Accuracy, real-device FPS, calibrated range, time-to-collision and operational suitability have not been measured.
Current boundary
| CAPABILITY | STATUS | LIMIT |
|---|
| Image and recorded MP4 intake | Implemented for local development | Bounded upload and sampled frames; local single-process storage |
| Segmentation model adapter | Implemented, checkpoint absent | Readiness returns MODEL_NOT_READY without an approved model |
| Obstacle regions and uncertainty cues | Software output contract exists | Image-space heuristics are not physical distance or navigation advice |
| USV control integration | Not implemented | No steering, route planning or autonomous control |
Evaluation gates
Before an operational claim, the project needs a documented checkpoint hash and license record, authorized footage with acquisition context, session-separated evaluation, independent metric review and timing on named vessel hardware.