Dataset Versions

v1

cervical_1440imgs

Generated on Jun 14, 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.
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Dataset Split

Train Set 87%
1257Images
Valid Set 8%
118Images
Test Set 5%
65Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Hue: Between -80° and +80°
Saturation: Between -50% and +50%
Brightness: Between -30% and +30%
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise

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