Dataset Versions

v20

smaller images- removed all classes except lizard

Generated on Mar 13, 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.
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Dataset Split

Train Set 91%
858Images
Valid Set 7%
62Images
Test Set 2%
23Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 128x128
Modify Classes: 0 remapped, 6 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -45° and +45°
Noise: Up to 12% of pixels