John Mark Lecias

Melanoma Detection

Instance Segmentation

Melanoma Detection Image Dataset

v1

2024-05-30 7:46am

Generated on May 29, 2024

Dataset Split

Train Set 87%
17327Images
Valid Set 8%
1645Images
Test Set 4%
845Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Require at least 50% of images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Blur: Up to 2.5px
melanoma
102 images
B-M
Melanoma
7300 images
melanoma-benign-nonmelanoma
4558 images
skin-GpFn
12207 images
Skin-Cancer-Lesions
13765 images