Dataset Versions
Versions
v1
2023-06-01 2:18pm
Generated on Jun 1, 2023
4677 Total Images
View All Images
Dataset Split
Train Set 87%
4092Images
Valid Set 6%
292Images
Test Set 6%
293Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -30° and +30°
Grayscale: Apply to 100% of images
Brightness: Between -45% and +45%
Blur: Up to 1px
Noise: Up to 2% of pixels