https://github.com/bhuvan588/skin-disease-prediction

Predicting type of Skin Disease using CNN's . Deployed using Flask
https://github.com/bhuvan588/skin-disease-prediction

cnn-keras deep-learning flask python skin skin-disease-classifiction

Last synced: 29 days ago
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Predicting type of Skin Disease using CNN's . Deployed using Flask

• Host: GitHub
• URL: https://github.com/bhuvan588/skin-disease-prediction
• Owner: Bhuvan588
• Created: 2024-07-15T12:09:37.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-08-17T19:46:30.000Z (5 months ago)
• Last Synced: 2024-08-17T21:49:10.206Z (5 months ago)
• Topics: cnn-keras, deep-learning, flask, python, skin, skin-disease-classifiction
• Language: Jupyter Notebook
• Homepage:
• Size: 44.6 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        

# Skin Disease Detection

While I was reading about CNN's in Tensorflow, I decided to try it hands on and found this dataset on Kaggle. This repo is about application of a CNN model in classification of images

## Demo Images

![WhatsApp Image 2024-07-15 at 10 40 33 PM](https://github.com/user-attachments/assets/97a17eb2-28a9-409a-8dd3-c408fa612f64)

![WhatsApp Image 2024-07-15 at 10 42 33 PM](https://github.com/user-attachments/assets/abc0ce6a-b7c4-4bca-b1e0-87b2626b4635)

## Project Need

Skin is the organ where changes can be first visible so I thought to monitor or detect some skin diseases early on could solve the problem

## Installation

1. Clone the project into your required folder

2. Install dependencies

3. In your terminal type 

python main.py 

4. Click on the right hand box and upload any image. On clicking the detect button , you will be able to see the prediction

    

## Libraries and Tools Used

- Tensorflow - Constructing the CNN

- Javascript - For image and form handling

- Flask - Used for routing