Dataset Versions
v4
2023-07-14 4:49pm
Generated on Jul 14, 2023
1152 Total Images
View All Images
Dataset Split
Train Set 94%
1080Images
Valid Set 6%
72Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 50x50
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 5% of pixels