Dataset Versions

v15

AZULA

Generated on Apr 26, 2022

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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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224 Total Images

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Dataset Split

Train Set 90%
201Images
Valid Set 5%
12Images
Test Set 5%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 200x200
Grayscale: Applied

Augmentations

Outputs per training example: 3
Saturation: Between -20% and +20%
Bounding Box: Brightness: Between -13% and +13%
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 5% of pixels