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Covid-19 Prediction Using Chest X_Ray Images using Deeplearning/ Neural Networks

  • Deep Learning
  • Keras/Tensorflow
  • Kaggle Dataset

Tech

Installation

The Code Requires Kaggle Dataset.

Get Kaggle Data

Install the Required Libraries: (For Windows)

pip install opencv
pip install numpy 
pip install pandas
pip install keras
pip install tensorflow
pip install matplotlib

Importing Libraries:

import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import cv2
import keras.models import Sequential
import keras.layers import Dense,Flatten,Conv2D,MaxPooling2D

Documentation

Checkout the Documentations of some of the libraries used.

Plugin README
Keras https://keras.io/
Tensorflow https://www.tensorflow.org/guide
Matplotlib.pyplot https://matplotlib.org/3.2.2/contents.html
Pandas https://pandas.pydata.org/docs/
OpenCV https://opencv.org/
Numpy https://numpy.org/doc/

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