Dataset Versions

v9

4501img_FlipHrz-shear-rotatet-Shmatkov

Generated on Sep 17, 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 92%
4140Images
Valid Set 4%
189Images
Test Set 4%
172Images

Preprocessing

Resize: Stretch to 800x800

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Bounding Box: Flip: Horizontal
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical

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