Mobile vision coverage
Where the current Fotoshi mobile-vision corpus is working, where another collection pass may help, and the most useful categories with no corpus photos yet.
weekly-2026-08-02-rolling-corpus
Static INT8 · production evaluation
Static INT8 · production evaluation
A. Strong coverage & working model
Categories with meaningful corpus coverage and ≥60% top-3 on the held-out evaluation. Treat low evaluation counts cautiously.
Existing strength| Category | Photos | Eval | Top-3 |
|---|
B. Photos exist, model is poor
All categories below 50% top-3 with at least three held-out examples. More diverse photos may help; investigate retrieval separately.
Collection candidates| Category | Photos | Eval | Top-3 |
|---|
C. Not in this training sample
High-value categories absent from this run's random 3,500-image training sample. This is not a production zero-photo claim; a full image-coverage query is required.
| Category | Sample photos | Interest |
|---|