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fix(inference): METADATA-35 fit Call 1/2 images to 1024 long edge

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Downscale processed PNGs only on the inference send path (keep alpha, never
upscale). Stored inventory/Woo blobs unchanged. Adds Pillow + unit/e2e-style
tests; cite tests on METADATA-35.
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Ty
2026-09-20 22:32:14 -07:00
parent cec03c5bd3
commit 81be17d5cd
4 changed files with 126 additions and 12 deletions
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docs/REQUIREMENTS.md
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@@ -63,7 +63,7 @@ The listing is built in two inference calls, both optional. Call 1 (vision) read
| METADATA-25 | Species, character, length, and free-text thickness are not product attributes. | M3 | — |
| METADATA-30 | Product tags come from the synced Woo set and are all optional; no hardcoded prefixes, and the bare fig tag is kept. | M3 | — |
| METADATA-100 | Call 1 free-text observations (character, inclusions, voids, checks) are mapped to existing synced feat-* tags only; WooCommerce is the authority for feat-* definitions. | M3 | — |
| METADATA-35 | Call 1 runs only when inference is enabled, automatically after a calibrated draft uploads or on demand, and sends the clean processed photos at 1024 px long edge or less plus user metadata and the synced taxonomy. | M3 | — |
| METADATA-35 | Call 1 runs only when inference is enabled, automatically after a calibrated draft uploads or on demand, and sends the clean processed photos at 1024 px long edge or less plus user metadata and the synced taxonomy. | M3 | backend/tests/test_inference.py |
| METADATA-40 | Call 1 returns species, wood categories, edge, figure, and feature-tag suggestions constrained to the synced lists, each with confidence. Grade is not suggested by Call 1 (owner judgment). | M3 | — |
| METADATA-45 | Call 1 confidence at or above the threshold (default 0.7) pre-fills review fields; below it the field stays empty for the owner to fill by hand or re-run Call 1; suggestions are always editable. | M3 | — |
| METADATA-50 | Typed values always win over inferred values. | M3 | — |