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CIFAR-10 Convolutional Neural Network Classifier

Language used: Python (verion=3.6)

Deep Learning framework used: Tensorflow (verion=1.4.0)

This project is a CNN based image classifier. The architecture for the Deep Learning model is a slightly modified AlexNet (see AlexNet.png (image taken from Andrew Ng's deeplearning.ai specialization)). Please see AlexNet Variation for CIFAR-10.png for modifications.

The code is structured across multiple .py files:

  • model.py holds the actual script for training and testing the model.
  • Other .py files hold the dependencies for running model.py

About

This repository holds one of my first projects in Deep Learning. The intent behind doing this project was learning the practical subtleties behind implementing a Deep Learning model, training and evaluating it, and finally tuning it's hyper-parameters in an iterative manner. The actual model is an AlexNet based CNN trained on the CIFAR-10 data se…

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