Dataset Versions

v9

2023-09-15 12:07am

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.
Other Formats
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Dataset Split

Train Set 88%
600Images
Valid Set 6%
39Images
Test Set 6%
41Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x900
Grayscale: Applied
Modify Classes: 19 remapped, 0 dropped

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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