https://github.com/annapoorna-a-k/covid-19-detection-using-cnn

A precise and efficient model capable of early and accurate COVID-19 diagnosis.
https://github.com/annapoorna-a-k/covid-19-detection-using-cnn

bioinformatics cnn covid-19 covid-prediction deep-learning deep-neural-networks neural-network x-ray-images

Last synced: 9 days ago
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A precise and efficient model capable of early and accurate COVID-19 diagnosis.

• Host: GitHub
• URL: https://github.com/annapoorna-a-k/covid-19-detection-using-cnn
• Owner: annapoorna-a-k
• Created: 2023-07-30T16:12:46.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-07-30T20:35:12.000Z (over 1 year ago)
• Last Synced: 2024-01-27T19:40:02.286Z (10 months ago)
• Topics: bioinformatics, cnn, covid-19, covid-prediction, deep-learning, deep-neural-networks, neural-network, x-ray-images
• Language: Jupyter Notebook
• Homepage:
• Size: 1.94 MB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
## COVID-19-DETECTION-Using-CNN

### Detecting COVID-19 From Chest X-Ray Images using CNN

This project aims to develop and implement a convolutional neural network (CNN) model for the detection of COVID-19 from chest X-ray images, creating a precise and efficient model that can significantly contribute to the early and accurate diagnosis of COVID-19, thereby facilitating effective patient management and curbing the transmission of the disease.

By training a CNN model on a large dataset of chest X-ray images, consisting of COVID-19-positive and negative cases, we seek to establish a reliable and efficient method for COVID-19 detection. The trained model will be able to classify new chest X-ray images as either COVID-19-positive or negative, thereby aiding healthcare professionals in making timely and informed decisions.


### To run the gui type ipython covidgui.py in your terminal window

The dataset was taken from https://www.kaggle.com/datasets/fusicfenta/chest-xray-for-covid19-detection