/SkinCancer

Skin cancer classification

Primary LanguageJupyter Notebook

SkinCancer

Skin cancer classification

Data

Metadata csv

  1. lesion_id
  2. image_id
  3. dx
  4. dx_type
  5. age
  6. sex
  7. localization

Class -- > dx

Class Distribution

  • mel 1113
  • bkl 1099
  • bcc 514
  • akiec 327
  • vasc 142
  • df115

Preprocessing

  1. Augmentation
  2. Generative Adversrial Networks

Models to be used

  1. Efficientnet
  2. ViT
  3. ConvNext
  4. ResNet50
  5. CNN