Dataset Versions

v3

2022-06-06 6:06pm

Generated on Jun 6, 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 69%
673Images
Valid Set 19%
186Images
Test Set 12%
113Images

Preprocessing

Resize: Fit (reflect edges) in 1136x640

Augmentations

Outputs per training example: 1
Flip: Horizontal
Hue: Between -92° and +92°
Bounding Box: Noise: Up to 7% of pixels

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