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Cats vs Dogs Classification using Deep Learning

Web App: https://cat-vs-dog-classification.streamlit.app/

Goal:

  • To classify whether an image is a cat or a dog
  • Find best deep learning model for this classification
  • Compare the accuracy of each model
  • Deploy the best model into a web app

Model:

  • CNN
  • VGG16
  • InceptionV3 (best model with 98.8% accuracy)

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Using Deep Learning Model (CNN, VGG16, InceptionV3) with 98.8% accuracy

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