Ali Mustafa Ali

Edit Project

Melanoma Cancer Classification

Classification

Melanoma Cancer Classification Image Dataset

Try Pre-Trained Model
Versions
2024-03-07 2:56pm
v1
Mar 7, 2024
v1

2024-03-07 2:56pm

Generated on Mar 7, 2024
Download Dataset

22382 Total Images

View All Images
Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image

Dataset Split

Train Set 87%
19584Images
Valid Set 8%
1865Images
Test Set 4%
933Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Exposure: Between -10% and +10%