Dataset Versions

v12

2022-06-18 10:51pm

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%
111Images
Valid Set 7%
10Images
Test Set 10%
14Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 616x616
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±45° Horizontal, ±6° Vertical
Noise: Up to 20% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 24% Maximum Zoom