CVPOC

PPE detection

Object Detection

PPE detection Image Dataset

v4

2024-06-05 12:30pm

Generated on Jun 5, 2024

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 72%
85Images
Valid Set 17%
20Images
Test Set 11%
13Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Mask-helmet-shoes-gloves-'mask',-'safety-vest',-'Non-helmet',--'Non-shoes',-'Non-gloves',-'Non-mask',-'Non-safety-vest'--
566 images