Dataset Versions
v4
2023-09-04 1:56pm
Generated on Sep 4, 2023
18367 Total Images
View All ImagesDataset Split
Train Set 81%
14823Images
Valid Set 10%
1787Images
Test Set 10%
1757Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -5° and +5°
Shear: ±10° Horizontal, ±6° Vertical
Blur: Up to 0.25px
Noise: Up to 0% of pixels