Dataset Versions
v3
2023-07-04 4:08pm
Generated on Jul 4, 2023
5656 Total Images
View All Images
Dataset Split
Train Set 87%
4947Images
Valid Set 8%
471Images
Test Set 4%
238Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Blur: Up to 1.25px