bvandeusen 409724b981 feat(ml): argmax grounding in score_image → suggestions carry the winning crop (#133 step 1) ...

score_image now keeps the ARGMAX beside the max-over-bag: which bag row won each
head. The region query also selects bbox/kind/detector_version, a parallel
bag_meta maps each row → its region (None for the whole-image vector), and every
hit gains grounding {bbox,kind,detector} (null when the global vector won). Threaded
through SuggestionService (new Suggestion.grounding field) → /api/.../suggestions
payload. This is the data the #1206 hover-overlay draws. CCIP-only hits ground null
for now (figure grounding = step 2). Tests: winning crop grounds the tag with its
bbox+kind; whole-image win → grounding None.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM

2026-07-05 23:13:29 -04:00

..

app

feat(ml): argmax grounding in score_image → suggestions carry the winning crop (#133 step 1)

2026-07-05 23:13:29 -04:00

__init__.py

feat: scaffold backend Python project (Quart + SQLAlchemy + Celery deps)

2026-05-14 07:31:39 -04:00