Dataset Versions

v13

2024-07-24 4:21pm

Generated on Jul 24, 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 88%
6330Images
Valid Set 8%
603Images
Test Set 4%
301Images

Preprocessing

Auto-Orient: Applied
Grayscale: Applied

Augmentations

Outputs per training example: 3
Shear: ±13° Horizontal, ±13° Vertical
Brightness: Between -25% and +0%

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