Dataset Versions

v6

2023-11-28 8:49pm

Generated on Nov 28, 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 90%
8622Images
Valid Set 6%
584Images
Test Set 4%
351Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-74% Horizontal Region, 25-75% Vertical Region

Augmentations

Outputs per training example: 3
90° Rotate: Counter-Clockwise
Blur: Up to 1px
Noise: Up to 3% of pixels
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical

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