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lopez-christian / COVID-19-PyTorch-Image-Classifier

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This repository includes my COVID-19 PyTorch Image Classifier-Flatiron School Capstone Project. I used a resnet-18 model and trained it on the COVID-19 Radiography Dataset. This dataset has nearly 3000 Chest X-Ray scans which are categorized into three classes - Normal, Viral Pneumonia, and COVID-19. The objective of this project was to create a…

python machine-learning deep-learning jupyter-notebook pytorch kaggle datascience dataset flatiron-school dataloaders flatiron-school-project torchvision classifying-images covid covid19
  • Updated Oct 22, 2020
  • Jupyter Notebook

lopez-christian / Chest-X-Ray-Deep-Learning-Project

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This repository includes my Chest X-Ray Deep Learning-Flatiron School Module 4 Project. For this project, I made use of OS to access the data. The Pandas, NumPy, Matplotlib, Seaborn, and Plotly libraries were used to explore the data. Keras was used to build the image classifier.

python machine-learning neural-network numpy patient keras jupyter-notebook seaborn datascience flatiron-school matplotlib deeplearning chest-xray-images keras-tensorflow pneumonia flatiron-school-project lungs epochs classifying-images
  • Updated Aug 10, 2020
  • Jupyter Notebook

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