ppe detection 1400database Dataset

v3

2024-07-19 7-07am_terrible

Generated on Jul 19, 2024

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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.
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Dataset Split

Train Set 83%
2142Images
Valid Set 11%
286Images
Test Set 6%
145Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 2
Blur: Up to 2.5px
Noise: Up to 1.7% of pixels

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