spencerworkspace

PPE-Detection

Object Detection

PPE-Detection Image Dataset

v2

2024-05-18 2:50pm

Generated on May 18, 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.
Other Formats
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Dataset Split

Train Set 82%
1706Images
Valid Set 9%
183Images
Test Set 9%
182Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
helmet-shoes-glasses-gloves-vest
1558 images
Helmet-gloves-glasses-person
1643 images
PPE
helmet-vest-no_helmet-no_vest
1618 images