https://github.com/abhiramdodda/skindiseasedetection

Skin diseases can be detected and classified through Deep Learning techniques. In this project Deep CNN network is built on top of EfficientNetB3 for image classification.
https://github.com/abhiramdodda/skindiseasedetection

cnn efficientnetb3 image-classification image-processing keras matplotlib python3 sampling-methods tensorflow

Last synced: 15 days ago
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Skin diseases can be detected and classified through Deep Learning techniques. In this project Deep CNN network is built on top of EfficientNetB3 for image classification.

• Host: GitHub
• URL: https://github.com/abhiramdodda/skindiseasedetection
• Owner: AbhiramDodda
• Created: 2024-07-08T03:18:56.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-10-16T17:16:12.000Z (3 months ago)
• Last Synced: 2024-11-12T23:12:42.598Z (3 months ago)
• Topics: cnn, efficientnetb3, image-classification, image-processing, keras, matplotlib, python3, sampling-methods, tensorflow
• Language: Python
• Homepage:
• Size: 1.57 MB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# SkinDiseaseDetection

Skin diseases can be detected and classified through Deep Learning techniques. In this project Deep CNN network is built on top of EfficientNetB3 for image classification. 

Dataset :- https://www.kaggle.com/datasets/riyaelizashaju/isic-skin-disease-image-dataset-labelled

### [Link to paper](https://www.researchgate.net/publication/384760694_A_Novel_Deep-Learning_Based_Classification_of_Skin_Diseases)