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DogBreedPrediction

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Description A CNN(Convolutional Neural Network) based image classifier.

Dataset: https://www.kaggle.com/datasets/catherinehorng/dogbreedidfromcomp

Steps:

  1. cd DogBreedPrediction
  2. streamlit run app.py

Note: To run the collab notebook, please upload your kaggle API , kaggle.json file.

Requirements(Ignore if installed):

  1. pip install Keras
  2. pip install opencv-python 3.pip install numpy 4.pip install streamlit 5.pip install tensorflow

frontend:

Untitled.video.-.Made.with.Clipchamp.10.mp4

backend(cnn):

image