Dataset Versions

v4

2023-03-31 6:26pm

Generated on Mar 31, 2023

Dataset Split

Train Set 91%
738Images
Valid Set 8%
65Images
Test Set 1%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%