Dataset Versions

v9

2023-06-30 5:39pm

Generated on Jun 30, 2023

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 87%
222Images
Valid Set 8%
20Images
Test Set 5%
14Images

Preprocessing

Resize: Fit (white edges) in 320x320

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels