synthetic license Dataset

v9

2024-09-11 3:39pm

Generated on Sep 11, 2024

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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%
1290Images
Valid Set 9%
132Images
Test Set %
0Images

Preprocessing

Grayscale: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -4° and +4°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -13% and +13%
Exposure: Between -12% and +12%
Blur: Up to 1.9px
Noise: Up to 0.42% of pixels

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