Dataset Versions

v4

2024-07-03 1:13pm

Generated on Jul 3, 2024

Dataset Split

Train Set 87%
669Images
Valid Set 8%
64Images
Test Set 5%
35Images

Preprocessing

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

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Exposure: Between -15% and +15%
Blur: Up to 2px
Noise: Up to 1.88% of pixels