Brain Tumor Monitoring Dataset
Versions
v2
2024-01-22 6:44pm
Generated on Jan 22, 2024
5159 Total Images
View All Images
Dataset Split
Train Set 87%
4512Images
Valid Set 10%
503Images
Test Set 3%
144Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels