gaiborjosue/melanoma_detection

Supported datasets

• HAM10000

• ISIC2016

• ISIC2017

• ISIC2018

• ISIC2019

• ISIC2020

• The rest of existing DBs are to be added

• ISIC contains the following diseases:

  • Actinic keratosis
  • Basal cell carcinoma
  • Dermatofibroma
  • Melanoma
  • Nevus
  • Pigmented benign keratosis
  • Seborrheic keratosis
  • Squamous cell carcinoma
  • Vascular lesion

• Original Download link: https://challenge.isic-archive.com/data/

• Folder-structured custom db: https://drive.google.com/file/d/1v_Nfg3QD5_TIr3Y-awIBm7lTFmVtIvQj/view?usp=drive_link

Environment (chimera clean env)

• Keras - 2.5.0rc0
• Tensorflow - 2.5.0
• Augmentor - 0.2.10
• matplotlib==3.2.1
• pandas==1.2.0
• numpy==1.19.4
• pip install pydot
• conda install -c anaconda graphviz

Contact

sanghyuk.kim001@umb.edu