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Operations and training readiness

A control room for sample processing, detector output, future ML labeling, and model promotion.

Active detector OpenCV ruleset v0.3

Collecting labels

Analyses 21
Particles 3132
Review queue 2277
Storage 0.52 GB local dev

Training data

Label collection

11 labeled

Particle crops Planned
Gold / not-gold labels Next build
Dataset export Queued
First ML model Not trained

System

Dev environment

WSL hosted

Web app Online
Image worker Inline dev
Database SQLite dev
AWS target Option B

Audit

Recent analyses

Latest 21

Sample Particles Accepted Review Rejected Mass [mg] Scale Created
Large image resize smoke test 353 47 306 0 18 pan_inner_flat_14in 2026-07-03T14:45:05+00:00 Review
Background status smoke test 307 79 228 0 401 pan_inner_flat_14in 2026-07-03T05:44:40+00:00 Review
Staging smoke test 307 79 228 0 401 pan_inner_flat_14in 2026-07-03T05:21:51+00:00 Review
Untitled sample 79 17 62 0 4089 pan_inner_flat_14in 2026-07-01T23:50:51+00:00 Review
Dropbox analyze smoke test 148 51 97 0 212 pan_inner_flat_14in 2026-07-01T23:44:59+00:00 Review
Split page smoke test 148 51 97 0 5334 pan_inner_flat_14in 2026-07-01T21:25:59+00:00 Review
Paystreak UI smoke test 148 51 97 0 5334 pan_inner_flat_14in 2026-07-01T21:18:27+00:00 Review
test 8 307 79 228 0 401 pan_inner_flat_14in 2026-07-01T18:10:58+00:00 Review
test 7 148 51 97 0 5334 pan_inner_flat_14in 2026-07-01T17:52:29+00:00 Review
Blob fix smoke test 148 51 97 0 5334 pan_inner_flat_14in 2026-07-01T17:49:59+00:00 Review
test 6 148 51 97 0 5334 pan_inner_flat_14in 2026-07-01T17:42:45+00:00 Review
Pan scale smoke test 2 2 0 0 350 pan_inner_flat_14in 2026-07-01T17:40:56+00:00 Review
Mass smoke test 2 2 0 0 3 manual 2026-07-01T16:14:08+00:00 Review
test 5 201 29 172 0 0 manual 2026-07-01T16:05:56+00:00 Review
test 4 307 79 228 0 0 manual 2026-07-01T16:05:18+00:00 Review
Test 3 307 79 228 0 401 pan_inner_flat_14in 2026-07-01T15:44:47+00:00 Review
Untitled sample 12 3 7 2 0 manual 2026-07-01T15:44:00+00:00 Review
Untitled sample 12 9 1 2 0 manual 2026-07-01T15:43:00+00:00 Review
Prefixed smoke test 2 2 0 0 0 manual 2026-07-01T15:40:41+00:00 Review
Public smoke test 3 3 0 0 0 manual 2026-07-01T15:31:42+00:00 Review
DPI sample scan 43 36 7 0 0 manual 2026-07-01T15:25:51+00:00 Review