Dataset Versions

v16

oriented bounding box_exam

Generated on Jul 14, 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 94%
2380Images
Valid Set 4%
97Images
Test Set 2%
48Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 7
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -8% and +8%
Blur: Up to 1px
Noise: Up to 0.85% of pixels

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