Dataset Versions

v13

2023-07-05 9:00pm

Generated on Jul 5, 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 91%
675Images
Valid Set 6%
41Images
Test Set 3%
25Images

Preprocessing

Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Blur: Up to 1.75px
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical

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