Dataset Versions

v12

2024-01-10 12:41am

Generated on Jan 9, 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 79%
27Images
Valid Set 9%
3Images
Test Set 12%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 416x416

Augmentations

Outputs per training example: 3
Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Noise: Up to 0.1% of pixels

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