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

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Killavus/cifar10-classification-neuralnetworks

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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.

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

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