Dataset Versions

v24

added lizards and 30 test images of notLizards

Generated on Mar 13, 2022

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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 81%
731Images
Valid Set 11%
103Images
Test Set 8%
74Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 350x350
Modify Classes: 6 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down