acne-gan Dataset

v4

2023-06-04 3:20pm

Generated on Jun 4, 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 64%
2295Images
Valid Set 24%
860Images
Test Set 12%
430Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 256x256

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±9° Horizontal, ±23° Vertical
Hue: Between -25° and +25°
Bounding Box: Flip: Horizontal, Vertical