https://github.com/syedissambukhari/skin-cancer-detection-using-ddi-dataset

A Convolutional neural network (CNN)model to train and detect skin cancer (benign and malignant) disease using DDI(Diverse Dermatology Images)Dataset.
https://github.com/syedissambukhari/skin-cancer-detection-using-ddi-dataset

cnn-classification ddi ddi-dataset skin-cancer-classification skin-cancer-detection

Last synced: about 1 month ago
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A Convolutional neural network (CNN)model to train and detect skin cancer (benign and malignant) disease using DDI(Diverse Dermatology Images)Dataset.

• Host: GitHub
• URL: https://github.com/syedissambukhari/skin-cancer-detection-using-ddi-dataset
• Owner: syedissambukhari
• Created: 2023-07-18T14:25:09.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-09-03T20:44:37.000Z (over 1 year ago)
• Last Synced: 2023-09-04T20:06:21.430Z (over 1 year ago)
• Topics: cnn-classification, ddi, ddi-dataset, skin-cancer-classification, skin-cancer-detection
• Language: Jupyter Notebook
• Homepage:
• Size: 16.3 MB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# skin-cancer-detection-using-ddi-dataset

A Convolutional neural network (CNN)model to train and detect skin cancer (benign and malignant) disease using DDI(Diverse Dermatology Images)Dataset.

First install all the required libraries if not installed.

For Training your own Custom model,Use skin_training.ipynb file.

To detect(predict) any Image open skin_Prediction.ipynb file.

I also implemented the Alexnet algorithm.

Note:Extract the images_for_prediction.rar file for samples.Changes the directory of image and skincancer.h5 model in skin_Prediction.ipynb file for Detection if not the same directory.

Dataset Link:

https://drive.google.com/drive/folders/1ANGAsb5ghSmPef2Z3gDsDzwP4QS0Gs6h?usp=drive_link

ResNet Model Link:

https://drive.google.com/file/d/1H36D8Mglvvy8rX4zd0U0LmNbkXIfqt5i/view?usp=sharing

AlexNet model:

https://drive.google.com/file/d/1SHn3JhjHJV7-UANZQejR0WOL9RlOQ6zE/view?usp=sharing

SVM model Link:

https://drive.google.com/file/d/1QrsxLtFCs_I3JjnWH3V7Z-Et0S9hrhRN/view?usp=sharing