# CIFAR-10, CIFAR-100 inference code

The code structure of inference/predict stage is quite similar to MNIST inference code, please read this for precise explanation. Here, I will simply put the code and its results. CIFAR-10 inference code Code is uploaded on github as predict_cifar10.py.

This outputs the result as, You can see that even small CNN, it successfully classifies most […]

# CIFAR-10, CIFAR-100 training with Convolutional Neural Network

[Update 2017.06.11] Add chainer v2 code Writing your CNN model This is example of small Convolutional Neural Network definition, CNNSmall

I also made a slightly bigger CNN, called CNNMedium,

It is nice to know the computational cost for Convolution layer, which is approximated as,  H_I \times W_I \times CH_I \times CH_O \times k ^ […]

# CIFAR-10, CIFAR-100 dataset introduction

Source code is uploaded on github. CIFAR-10 and CIFAR-100 are the small image datasets with its classification labeled. It is widely used for easy image classification task/benchmark in research community. Official page: CIFAR-10 and CIFAR-100 datasets In Chainer, CIFAR-10 and CIFAR-100 dataset can be obtained with build-in function. Setup code:

CIFAR-10 chainer.datasets.get_cifar10 […]