Dataset Versions
v2
2023-04-17 1:13am
Generated on Apr 16, 2023
4423 Total Images
View All Images
Dataset Split
Train Set 88%
3888Images
Valid Set 8%
334Images
Test Set 5%
201Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 300x300
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Rotation: Between -23° and +23°
Shear: ±23° Horizontal, ±23° Vertical
Grayscale: Apply to 50% of images
Hue: Between -91° and +91°