Dataset Versions

v3

2022-06-26 2:48pm

Generated on Jun 26, 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 87%
159Images
Valid Set 7%
13Images
Test Set 6%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 700x700
Grayscale: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -5% and +5%
Blur: Up to 1.25px
Noise: Up to 1% of pixels
Cutout: 8 boxes with 3% size each
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical

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