itmotrains

person-helmethead-head

Object Detection

person-helmethead-head Image Dataset

v8

2023-12-19 6:00pm

Generated on Dec 19, 2023

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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 88%
7470Images
Valid Set 6%
500Images
Test Set 6%
501Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512
Modify Classes: 3 remapped, 4 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Blur: Up to 0.5px