Dataset Versions

v2

color model

Generated on Apr 15, 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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Dataset Split

Train Set 90%
1913Images
Valid Set 7%
140Images
Test Set 3%
71Images

Preprocessing

Resize: Fit (white edges) in 1000x1000

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical

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