Aria AI — Manufacturing
Collection
Operations-research demos for maintenance, job-shop scheduling, and shop-floor resources. • 18 items • Updated
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Inspect quality-control review scenarios
Synthetic 64-plate PLATE-A QC shift for the Inspect review-allocation demo.
Organization dataset, collection, and static card are public. Live Gradio is alirezaaminzadeh/inspect; the organization card is AriaAICompany/inspect. The personal CPU Space may stay paused at the 20 cpu-basic cap. Runnable Space source is stored in demo/. Collection: Aria AI — Manufacturing.
Generated data, seed 24. Part IDs are synthetic. Images are rendered mounting plates, not plant photographs. Residual scores are documented priority ranks, not calibrated defect probabilities.
Files
- data/parts.csv
- data/inspectors.csv
- data/settings.csv
- data/units.csv
- data/sample_preview.json
- data/images/ — 12 OK template plates (
T01–T12) and 64 queue plates (P001–P064) - demo/ — runnable Gradio Space source for later upload
- showcase/ — organization static card
Split
Template plates are OK-only and never enter the daily knapsack. Queue rows in batch B04 (P049–P064) are the holdout split for PR-AUC. True labels are evaluation-only and must not be used as solver features.
License
CC-BY-4.0. Keep the synthetic-data label.
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