Dataset Versions

v3

2023-07-09 3:50pm

Generated on Jul 9, 2023

Dataset Split

Train Set 87%
240Images
Valid Set 13%
35Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Noise: Up to 5% of pixels