Dataset Versions
v3
300x300
Generated on Dec 25, 2023
2365 Total Images
View All Images
Dataset Split
Train Set 88%
2070Images
Valid Set 8%
197Images
Test Set 4%
98Images
Preprocessing
Resize: Stretch to 300x300
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -16° and +16°
Grayscale: Apply to 84% of images
Hue: Between -31° and +31°
Saturation: Between -74% and +74%
Brightness: Between -30% and +30%
Exposure: Between -30% and +30%
Blur: Up to 2.75px
Noise: Up to 13% of pixels