Dataset Versions

v7

2023-09-14 7:29pm

Generated on Sep 14, 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.
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Dataset Split

Train Set 89%
408Images
Valid Set 4%
20Images
Test Set 7%
32Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x900
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Upside Down
Saturation: Between -99% and +99%
Brightness: Between -29% and +29%
Blur: Up to 1.5px

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