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nnnn

Classification

nnnn Image Dataset

v1

2024-03-29 10:29am

Generated on Mar 29, 2024

Dataset Split

Train Set 88%
117Images
Valid Set 8%
11Images
Test Set 4%
5Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels