Thesis with early signs Image Dataset
v2
2024-05-12 1:33am
Generated on May 11, 2024
125609 Total Images
View All Images
Dataset Split
Train Set 91%
114688Images
Valid Set 4%
5463Images
Test Set 4%
5458Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 224x224
Augmentations
Outputs per training example: 7
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -13° and +13°
Shear: ±13° Horizontal, ±10° Vertical
Grayscale: Apply to 25% of images
Blur: Up to 2.5px
Noise: Up to 1.17% of pixels
Similar Projects
skin
25216 images
Moles
25215 images
3
1334 images
cancer-cell
6140 images
melanoma
475 images