Project AURIONAI Use-Cases Research & Innovation
Industrial

Safety (PPE, Hazards, Fatigue)

YOLO-type detectors and CV foundation models; PPE-specific products a gap.

vision
3named models
658candidates
4deployments
4in Indonesia

Named Models

Huawei (Huawei Cloud)Pangu CVHuawei (Huawei Cloud)Releasednot in the notesRuns onnot in the notesClassvisionHuawei vision model for mines (cracks, belt damage, hot bearings, leaks, loose rock); won Mining Technology Excellence Awards 2025.Commercial use: proprietary terms; Jakarta hosting: unknown; Indonesian support: not statedUltralyticsYOLO26UltralyticsReleasedJan 2026Runs onCPU server, laptop, embedded GPU, single datacentre GPUClassvisionUltralytics real-time vision model family (n/s/m/l/x) for detection, segmentation, semantic segmentation, depth, classification, pose, OBB and open-vocabulary variants. Follows YOLO11; the NMS-free idea is traced to YOLOv10.Commercial use: allowed; Jakarta hosting: unknown; Indonesian support: not statedQualcommPPE-Detection (GearGuardNet)QualcommReleasednot in the notesRuns onmobile or NPUClassvisionPPE-Detection (GearGuardNet)Qualcomm object detector that checks in real time whether a person is wearing personal protective equipment (PPE).Commercial use: not stated; Jakarta hosting: unknown; Indonesian support: not stated
Where this comes from
Models the research names for this use case. Research, with sources on each model record.

Who Runs It

production, 3research, 1
PT Bukit Asam TbkPT Bukit Asam TbkCountry: IndonesiaDriver and worker fatigue detection; PPE compliance warnings (not stated)Vendor: not statedproductionDate9 Sep 2026Implemented per MIND ID Deputy President DirectorEvidence: company statementConfidence: lowSource: en.antaranews.com
PT Kilang Pertamina Internasional (KPI)PT Kilang Pertamina Internasional (Pertamina refineries)Country: IndonesiaRUVision AI video analytics detecting fire, smoke, leaks, PPE use and unsafe behaviourVendor: not statedproductionDate17 Oct 2025Running at Balikpapan and Dumai refineries; rollout to all refineries plannedEvidence: company statementConfidence: lowSource: investortrust.id, bloombergtechnoz.com, en.wikipedia.org
PT Freeport IndonesiaPT Freeport Indonesia with Telkom GroupCountry: Indonesia5G underground smart mining with AI-connected cameras for injury riskVendor: Telkom GroupproductionDate1 Sep 2022Launched by the President; no results statedEvidence: government statementConfidence: mediumSource: setkab.go.id, en.wikipedia.org
PLN Indonesia Power with Huawei (PLTU Banten 3 Lontar)Country: IndonesiaAI intelligent inspection and HSSE digitalisation at a coal power plantVendor: HuaweiresearchDate26 Nov 2025Joint Study Agreement; pilot to be decidedEvidence: company statementConfidence: lowSource: fortuneidn.com, wartaekonomi.co.id, petromindo.com
Where this comes from
Documented uses by named organisations. The evidence column says who made the claim.

Candidate Models

COCO val

A general benchmark for this model class, not a test on this use case. Object detection and segmentation AP (mAP50-95). Higher is better. Showing 10 of 11.

RoboflowRF-DETR 2XLRoboflow vendor-reported60.1UltralyticsYOLO26xUltralytics vendor-reported57.5UltralyticsYOLO26lUltralytics vendor-reported55University of Science and Technology of China (USTC)D-FINEUniversity of Science and Technology of China (USTC), Institute of Artificial Intelligence, Hefei Comprehensive National Science Center independent55RoboflowRF-DETR MRoboflow vendor-reported54.7UltralyticsYOLO26mUltralytics vendor-reported53.1RoboflowRF-DETR SRoboflow vendor-reported52.9UltralyticsYOLO26sUltralytics vendor-reported48.6UltralyticsYOLO11Ultralytics independent48.3RoboflowRF-DETR NRoboflow vendor-reported48
050100
UltralyticsYOLO26lUltralytics, visionReleasedJan 2026open weightsruns on edgehas scoreslast 18 monthsUltralyticsYOLO26mUltralytics, visionReleasedJan 2026open weightsruns on edgehas scoreslast 18 monthsUltralyticsYOLO26nUltralytics, visionReleasedJan 2026open weightsruns on edgehas scoreslast 18 monthsUltralyticsYOLO26sUltralytics, visionReleasedJan 2026open weightsruns on edgehas scoreslast 18 monthsUltralyticsYOLO26xUltralytics, visionReleasedJan 2026open weightshas scoreslast 18 monthsRoboflowRF-DETR 2XLRoboflow, visionReleasedNov 2025runs on edgehas scoreslast 18 monthsRoboflowRF-DETR MRoboflow, visionReleasedNov 2025runs on edgehas scoreslast 18 monthsRoboflowRF-DETR NRoboflow, visionReleasedNov 2025runs on edgehas scoreslast 18 monthsRoboflowRF-DETR SRoboflow, visionReleasedNov 2025runs on edgehas scoreslast 18 monthsMetaSAM 3Meta, visionReleasedNov 2025open weightshas scoreslast 18 months

Showing 10 of 658. All models of this class

Where this comes from
Derived, not researched: models in the directory whose class matches a class this use case uses, excluding family records and models shut down or deprecated. Ranked by how many fit facts they meet, then by release date. Each fit fact is read from the model record.

Sources

  1. Ultralytics YOLO26 | Ultralytics Docs docs.ultralytics.com https://docs.ultralytics.com/models/yolo26/
  2. Mining Technology mining-technology.com https://www.mining-technology.com/newsletters/huaweis-pangu-5-5-ai-intelligent-mining-in-action
  3. MIND ID leverages AI to boost safety, mining operations en.antaranews.com https://en.antaranews.com/news/430657/mind-id-leverages-ai-to-boost-safety-mining-operations

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Safety (PPE, Hazards, Fatigue)", https://aurion.semai.id/usecases/ind-safety-ppe/, records of October 2026.