Dataset Versions
v5
Vascular_lesion
Generated on Jun 6, 2024
2010 Total Images
View All Images
Dataset Split
Train Set 100%
2010Images
Valid Set %
0Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Modify Classes: 0 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 17% Maximum Zoom
Grayscale: Apply to 10% of images
Saturation: Between -20% and +20%
Brightness: Between -9% and +9%
Exposure: Between -15% and +15%
Blur: Up to 0.8px
Noise: Up to 0.18% of pixels