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Month: April 2017

Chainer

CIFAR-10, CIFAR-100 inference code

Posted on April 6, 2017 / 0 Comment

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 t...

Chainer

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

Posted on April 5, 2017 / 0 Comment

[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...

Chainer

CIFAR-10, CIFAR-100 dataset introduction

Posted on April 4, 2017 / 0 Comment

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 cl...

Chainer

Understanding convolutional layer

Posted on April 3, 2017 / 0 Comment

Source code is uploaded on github.The sample image is obtained from PEXELS. What is the difference between convolutional layer and linear layer? What ...

Chainer

Basic image processing tutorial

Posted on April 1, 2017 / 0 Comment

Basic image processing for deep learning. Refer github for the source code.The sample image is obtained from PEXELS. If you are not familiar with...

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Library release: visualize saliency map of deep neural netwo...
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