Dataset Versions

v3

model_0 -120x120-

Generated on Jan 4, 2025

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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 93%
10374Images
Valid Set %
0Images
Test Set 7%
783Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Fit (reflect edges) in 120x120

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -20° and +20°
Shear: ±10° Horizontal, ±10° Vertical
Exposure: Between -5% and +5%

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