Dataset Versions

v3

2023-01-10 1:54pm

Generated on Jan 10, 2023

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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 91%
339Images
Valid Set 4%
16Images
Test Set 4%
16Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 768x768

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Brightness: Between 0% and +15%

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