Dataset Versions

v3

2023-02-10 3:21pm

Generated on Feb 10, 2023

Dataset Split

Train Set 95%
315Images
Valid Set 5%
15Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 256x256

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -35° and +35°
Shear: ±24° Horizontal, ±12° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 2% of pixels