killuminati1/construction-ppe-yolov8
object-detection model by killuminati1
From the publisher
Model card & documentation
Source previewRead the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.
A YOLOv8 model fine-tuned to detect personal protective equipment (PPE) and safety violations on construction sites. Built as part of SafeSight, an AI-powered construction safety monitoring system. Most public PPE datasets only cover a handful of classes (hard hat, vest, person). They don't cover the full range of equipment and violations that real construction safety monitoring needs. No single existing dataset covered everything required for this project, so multiple datasets were combined and the model was fine-tuned on the merged set. The model detects both presence of PPE (e.g. Hardhat) and absence/violations (e.g. No-Helmet) as distinct classes, plus site…
Read the full model card ↗ · Preview checked 2026-11-07T07:05:27.204Z
Inside the original model card — Document outline
- SafeSight PPE — Construction Site Safety Detector (YOLOv8)
- Why this model
- Classes (19 total)
- Training
- Results
- Example Detections
- Known limitations
- Usage
- License
Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.
Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
killuminati1/construction-ppe-yolov8 is a object-detection model repository published by killuminati1 on Hugging Face. The source reports the ultralytics library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- object-detection
- Library
- ultralytics
- Recent downloads (30 days)
- 1,788
- Cumulative likes
- 3
- Hugging Face trending score
- 0
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- apache-2.0
- Access
- Not gated by Hugging Face
- Created
- 2026-06-17T21:37:43.000Z
- Last modified
- 2026-06-17T22:31:41.000Z
Compatibility and lineage
Language coverage was not reported.
Base-model lineage was not included.
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.
No model weights are downloaded or executed by AltAPIs. Never enable remote model code without reviewing it.
Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-11-07T06:58:36.300Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.
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