Dataset Versions
Versions
v1
2024-04-26 1:30pm
Generated on Apr 26, 2024
116007 Total Images
View All Images
Dataset Split
Train Set 91%
105924Images
Valid Set 4%
5047Images
Test Set 4%
5036Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 244x244
Augmentations
Outputs per training example: 7
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -14° and +14°
Shear: ±12° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Blur: Up to 1.4px
Noise: Up to 1.8% of pixels