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Raruco_detect2_2

Object Detection

Raruco_detect2_2 Image Dataset

v1

2024-04-25 4:08pm

Generated on Apr 25, 2024

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

Train Set 87%
963Images
Valid Set 8%
92Images
Test Set 4%
46Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 3
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Blur: Up to 1.4px
Noise: Up to 1.17% of pixels
Cutout: 8 boxes with 4% size each
Bounding Box: Brightness: Between -15% and +0%
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