Polytechnic University of the Philippines

PPE Construction Site

Object Detection

PPE Construction Site Image Dataset

v4

2023-06-11 6:01am

Generated on Jun 10, 2023

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Dataset Split

Train Set 86%
720Images
Valid Set 8%
69Images
Test Set 6%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 0 remapped, 10 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Mosaic: Applied
PPE-hardhats-vest-glasses
399 images
Mask-helmet-shoes-gloves-'mask',-'safety-vest',-'Non-helmet',--'Non-shoes',-'Non-gloves',-'Non-mask',-'Non-safety-vest'--
566 images