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Image Classifier using Deep Neural Network

An accurate image classifier which implements a deep convolutional neural network to classifying an image input into different categories, reached an accuracy of over 90% through data-augmentation and fine-tuning the top layers of a pre-trained network.

Built with

  • TensorFlow 1.2
  • Keras
  • VGG16

Dataset

Uses Kaggle's cats vs. dogs dataset

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