MelanomaDetectionAssignment

Assignment Melanoma Detection/CNN Skin Lesion Classification Assignment

Table of Contents

• [General Info](#Upgrad MLAI Assignment)
• [Technologies Used](#Python 3, TensorFlow and Keras, CNN, Augmentor)
• [Conclusions](#Augmented images drastically improve validation set performance)
• Acknowledgements
• [References](#Park and Kwak (2016), Hinton(2012), Perez et al.(20218))

General Information

• Upgrad AIML course assignment.
• Exploration of CNN architecture and data augmentation techniques using the ISIC dataset.
• The dataset consists of 2357 images of malignant and benign oncological diseases, which were formed from the International Skin Imaging Collaboration (ISIC).

Conclusions

• See notebook comments

Technologies Used

• tensorflow - version 2.13.0
• keras - version 2.13.1

Acknowledgements

• This project was based on Upgrad AIML assignment.

Contact

Created by [@carlpiaf] - feel free to contact me!