sit up Dataset

v15

2024-04-19 9:24am

Generated on Apr 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 89%
2997Images
Valid Set 8%
269Images
Test Set 3%
102Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Shear: ±14° Horizontal, ±14° Vertical
Blur: Up to 2px
Noise: Up to 0.98% of pixels

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