hirotec-india

PPE-DETECTION

Object Detection

PPE-DETECTION Image Dataset

v1

2023-05-05 12:48pm

Generated on May 5, 2023

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%
336Images
Valid Set 28%
129Images
Test Set 1%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped

Augmentations

No augmentations were applied.
ppe-boxes-to-segmentations
4464 images
helmet-person-gloves-shoes-Person-SafetyHelmat-SafetyShoe
3005 images
personal-protective-equipment
255 images