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constructelligence
/
construction-site-safety-hazards

Object Detection
ultralytics
ONNX
English
construction
construction-safety
construction-site-safety
site-safety
safety
safety-monitoring
hazard-detection
ppe
ppe-detection
personal-protective-equipment
hard-hat
hard-hat-detection
safety-helmet
helmet-detection
high-visibility
safety-vest
hi-vis
missing-ppe
worker-detection
person-detection
excavator
heavy-equipment
heavy-machinery
wheel-loader
dump-truck
job-site
computer-vision
yolov8
yolo
onnxruntime
browser
edge-ai
Eval Results (legacy)
Model card Files Files and versions
xet
Community

Instructions to use constructelligence/construction-site-safety-hazards with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • ultralytics

    How to use constructelligence/construction-site-safety-hazards with ultralytics:

    from huggingface_hub import hf_hub_download
    from ultralytics import YOLO
    
    # pick the weights file from this repo's "Files and versions" tab
    weights = hf_hub_download("constructelligence/construction-site-safety-hazards", "<weights>.pt")
    model = YOLO(weights)
    source = 'http://images.cocodataset.org/val2017/000000039769.jpg'
    model.predict(source=source, save=True)
  • Notebooks
  • Google Colab
  • Kaggle
construction-site-safety-hazards
68.4 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 10 commits
constructelligence's picture
constructelligence
Add pipeline and results diagrams to model card
79673cf verified 4 days ago
  • figures
    Add pipeline and results diagrams to model card 4 days ago
  • .gitattributes
    1.7 kB
    Add pipeline and results diagrams to model card 4 days ago
  • README.md
    13.1 kB
    Add pipeline and results diagrams to model card 4 days ago
  • buildvision-hazards-v0.3.onnx
    44.8 MB
    xet
    v0.3: YOLOv8s @640, 15 classes, test mAP50 0.634 (was 0.442) 16 days ago
  • buildvision-hazards-v0.3.pt
    22.6 MB
    xet
    v0.3: YOLOv8s @640, 15 classes, test mAP50 0.634 (was 0.442) 16 days ago
  • config.json
    560 Bytes
    v0.3: YOLOv8s @640, 15 classes, test mAP50 0.634 (was 0.442) 16 days ago
  • example.jpg
    433 kB
    xet
    v0.3 card: clean example grid, tighter copy 16 days ago
  • metrics.json
    23.3 kB
    v0.3: YOLOv8s @640, 15 classes, test mAP50 0.634 (was 0.442) 16 days ago
  • predict_onnx.py
    3.25 kB
    BuildVision site-hazard detector v0.1 23 days ago