Dataset Versions

v10

2022-06-18 7:19pm

Generated on Jun 18, 2022

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.
Other Formats
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Dataset Split

Train Set 82%
99Images
Valid Set 7%
9Images
Test Set 11%
13Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±45° Horizontal, ±6° Vertical
Noise: Up to 21% of pixels