Dataset Versions
v1
2023-04-16 3:57am
Generated on Apr 15, 2023
4699 Total Images
View All Images
Dataset Split
Train Set 89%
4164Images
Valid Set 7%
334Images
Test Set 4%
201Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 227x227
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images