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in this repository i write a simple convolutional nural network model using tensorflow and keras πŸ“ŒπŸ“š my medium account πŸ‘‡

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LiyaUnknown/convolutional_nural_network

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Introduction

in this repository i write a simple convolutional nural network model using tensorflow and keras πŸ“ŒπŸ“š

In this repository, I have put a simple Convolutional neural network code for you to compare and find out how Convolutional neural network works and what happens when we use different activations functions .πŸ› οΈπŸ˜

so , let's look at the results πŸ€πŸ˜…

Normal Convolutional neural networ model Example πŸ› οΈπŸ“Š

In this code i use cirfar10 dataset , cifar10 dataset has images with 32 by 32 bixels with 3 channels (RED GREEN BLUE) πŸ”΄πŸŸ’πŸ”΅

Model History πŸ› οΈπŸ“Š

It's not to bad 😁🀏

Model predictions

red title means the prediction is not correct 🟒 but blue one means the prediction is correct πŸ”΅

Here is a convolutional neural network with activation func

Relu

Sigmoid

Softmax

Tanh

as you can see Relu is better than other activation functions πŸ˜ƒπŸ˜…βœοΈπŸŽˆ

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in this repository i write a simple convolutional nural network model using tensorflow and keras πŸ“ŒπŸ“š my medium account πŸ‘‡

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