Chatbot

In this project we will train a model that will help us to identify X-RAY images that are affected with COVID-19. We will use Keras as out deep learning framework utilizing Convolutional Neural Network (CNN).

Here, we have two Notebooks.

  • preprocess.ipynb
  • main.pynb

Dataset used

Positive samples from https://github.com/ieee8023/covid-chestxray-dataset

Sample dataset from https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia => normal category

Topics covered

  • Data Preprocessing
  • Neural Network
  • Convolutional Neural Network (CNN)
  • Model Training

Tools used

  • Python
  • Keras
  • Numpy
  • Matplotlib
  • Scikit-learn
  • Seaborn
IMRAN POLLOB
IMRAN POLLOB
Software Engineer

Fullstack software engineer with 4+ years of experiece learing to teach machines

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