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Learn and build an image classifier from scratch to distinguish cat photos from dog photos.

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Cat and Dog Classification

This project is done while studying Artificial Intelligence Base course at VNUHCM-University of Science. In this project, we learn and build an image classifier from scratch to distinguish cat photos from dog photos. Framework: TensorFlow Model: Deep Neural Network

Tutorials

Dataset

Using the "Dogs vs. Cats" dataset available on Kaggle, which contains 25,000 images.

Network architecture

Neural network model that contains only the following layers: Convolutional layer, Pooling layer, Fully connected layer.

License

  • Simple software for learning purposes
  • Not for any business reason

About

Learn and build an image classifier from scratch to distinguish cat photos from dog photos.

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1 star

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1 watching

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