Dataset Versions

v10

2022-11-16 10:18pm

Generated on Nov 16, 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 90%
1437Images
Valid Set 7%
107Images
Test Set 3%
53Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 390x520

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Saturation: Between -4% and +4%
Brightness: Between -25% and +25%
Noise: Up to 1% of pixels

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