dentai

augmented_yolo

Object Detection

augmented_yolo Image Dataset

v1

2024-04-19 5:45pm

Generated on Apr 19, 2024

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
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Dataset Split

Train Set 87%
1479Images
Valid Set 8%
141Images
Test Set 4%
71Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 2048x1316

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Shear: ±6° Horizontal, ±6° Vertical
Brightness: Between 0% and +3%
Blur: Up to 0.3px