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123

Object Detection

123 Image Dataset

v1

EnhancedData

Generated on Aug 20, 2021

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Dataset Split

Train Set 87%
3723Images
Valid Set 8%
355Images
Test Set 4%
177Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Shear: ±12° Horizontal, ±14° Vertical
Hue: Between -26° and +26°
Brightness: Between -21% and +21%
Exposure: Between -16% and +16%
Blur: Up to 1.25px
Cutout: 9 boxes with 5% size each
Bounding Box: Noise: Up to 12% of pixels