Dataset Versions
v2
2023-08-24 10:48pm
Generated on Aug 24, 2023
2974 Total Images
View All Images
Dataset Split
Train Set 94%
2800Images
Valid Set 4%
117Images
Test Set 2%
57Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 7
Flip: Horizontal
Rotation: Between -45° and +45°
Grayscale: Apply to 20% of images
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels