Dataset Versions

v7

2024-11-13 12:23am

Generated on Nov 13, 2024

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 84%
777Images
Valid Set 9%
83Images
Test Set 7%
67Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 50x50
Grayscale: Applied

Augmentations

Outputs per training example: 3
Shear: ±30° Horizontal, ±30° Vertical
Brightness: Between -15% and +15%
Exposure: Between -25% and +25%
Noise: Up to 0.69% of pixels

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