This repo is a collection of simple image classifiers using neural networks.

• Technologies
• Libraries
• CIFAR10

• Python v3.x
• Tensorflow v2.x or Tensorflow-GPU v2.x
• PyTorch v1.5.x
• OpenCV v4.3.x
• Numpy
• Matplotlib

Tensorflow:

pip install tensorflow

NOTE: If your system has a CUDA compatible GPU (Nvidia cards):

pip install tensorflow-gpu

The CIFAR dataset is an enormous collection of images belonging to ten diferent classes.

I have used Tensorflow and Keras here to create the neural networks. There are three sections to the project:

1. A simple Neural Network that produces the least accurate results. This serves as teh benchmark for the rest of the project.
2. A simple Convolutional Neural Network.
3. Hyperparameter tuned CNN which produces the best accuracy.

The program aims to distinguish between dogs and cats in an image.