/cifar10-classification-neuralnetworks

Solving the image classification problem with machine learning (neural networks) and data mining techniques. The data is the famous CIFAR10 set.

Primary LanguagePythonMIT LicenseMIT

CIFAR10 Classification Problem Solving

We're using convolutional neural networks here, but there are some other approaches shown.

Prerequisites

You need a scientific Python to run this code. I recommend Anaconda Python, available here.

Setup

Download the CIFAR10 data set and put it to datasets/ directory. Run source set-env.sh to load appropriate libraries and set data set directory correctly.

Run

Run python classifier.py to run the classifier.

License

MIT.