Dataset Versions

v24

Alll DataSet Refact

Generated on Sep 1, 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
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Dataset Split

Train Set 78%
3021Images
Valid Set 15%
571Images
Test Set 8%
300Images

Preprocessing

Static Crop: 3-96% Horizontal Region, 13-95% Vertical Region
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -26° and +26°
Mosaic: Applied

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