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Projects · Task 19

First 1,500-Image Industrial Detector

One operational view of the pilot dataset, its leakage-free real evaluation split, review gate, and synthetic training target.

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Project datasets & downloads

Download original images, saved COCO labels and labeled previews. Validation and test stay in their locked splits.

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Snapshot downloads retain the current review status. Downloading does not approve data or restart processing. Unfinished datasets may contain images without final labels.

Current gateChecking live evaluation approvals

Whole videos stay in one split: the original moment is validation and the new angle and moment is final test.

Approval status unavailable
Approved training images44 / 1,500

2.9% · rejected experiments are not counted

Real evaluation images48

32 validation (66.7%) · 16 test (33.3%)

Saved evaluation annotations— saved boxes

0/48 frames annotated · 0%

Human approval gate— / 48 approved

Waiting for live approval verification; no manual milestone override is needed.

Milestones

Path to the pilot model

4 frozen recipes
25Standing scenes12Walking right scenes4Walking left scenes3Separate approved anchors
  1. Lock real evaluation footage

    Source-separated v2 contract: 32 original-video validation frames and 16 new-video final-test frames.

    Complete
  2. Prepare and annotate real evaluation images

    SAM 3 produced 309 proposals across 32 validation and 16 source-separated test frames.

    Complete
  3. 3
    Verify evaluation annotations

    Waiting for live approval verification; no manual milestone override is needed.

    In progressContinue
  4. 4
    Generate synthetic training set

    Further generation waits for live evaluation verification.

    Waiting on gate
  5. 5
    Train and evaluate detector

    Report precision, recall, mAP@50, mAP@50-95, confusion matrix, and failures.

    Not startedStart