Dataset Versions
v7
2023-01-17 4:15pm
Generated on Jan 17, 2023
17100 Total Images
View All Images
Dataset Split
Train Set 50%
8550Images
Valid Set %
0Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 512x512
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -41° and +41°
Saturation: Between -77% and +77%
Brightness: Between -64% and +64%
Blur: Up to 1px
Noise: Up to 5% of pixels