roBUst-marc-2026/stage1-cctv-detector

Stage 1 CCTV detector corrective replacement

This optimizer-stripped 34-class detector was approved for promotion on 2026-08-29. The human approver explicitly waived the optional blind-review workflow. No completed blind-review JSON was fabricated. The superseded 33-class release remains immutable at Hugging Face revision 9227ecd11069d103c7dabdd287c6fc20a83eb6c1.

Lineage

• Selected run: stage1-cctv-yolo26x-1920-umbrella-ceccc62
• Selected training checkpoint: last.pt
• Full selected training-checkpoint SHA-256: 12712d12e3321dffeb49296285a7d99f8fab12b46aa99a808b5d3cd1da80da22
• Stripped deployment SHA-256: d799aacb8df1dce3372f5ec29495e7bb467898e453fc8d8fa32bdc7ecaff738e
• Corrected source dataset revision: ceccc62d27e7fc186fd186e66632da38aeac6668
• Corrected source descriptor SHA-256: a9277d45dfaeefa3aaec34f6cf82218c4b362dd7b19c06271f8dc6ff417b1f9a
• Training commit: 4010e06cce663c0c8c9ff3617731511ffd89b5a4
• Superseded published model SHA-256: 06a0abac38a897c0d3c72392154699305a0855bbc12779c6a7bdfff7fe803e2f

Permanent archive

• Private Hugging Face model repository: https://huggingface.co/roBUst-marc-2026/stage1-cctv-detector
• Every published release remains available by its Hugging Face commit SHA

Contract

• 34 ordered classes including ordinary umbrella
• Excluded exactly long_umbrella, master_chef_can, and wood_block
• Global all-class candidates, confidence descending, bounded by the recorded cap
• Native full-frame inference at 1920; original-image pixel xyxy
• No independent test split; the same validation split selected and reports this candidate
• Human approval on 2026-08-29 explicitly waived blind review and authorized promotion

Reproduction and evidence

• evaluation/evaluation_report.json: exact evaluator arguments, checkpoint ranking, selected settings, per-class metrics, and old-model comparison
• evaluation/training_record.json: fixed training recipe and completion record
• runtime_verification.json: offline interface checks, benchmark, and machine data
• candidate_output_example.json: output from the actual Stage 1 interface
• evaluation/readiness_html/: standalone report with relative visual assets

License

The bundled LICENSE is the AGPL-3.0 license shipped with the installed Ultralytics distribution. Confirm team compliance or an appropriate Ultralytics license before submission.