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simple-cnn-keras-colaboratory's Introduction

simple-cnn-keras-colaboratory

Demo Tutorial to Build a Convolutional Neural Network with keras+google drive and google colaboratory (exploring Google's colab tool - https://colab.research.google.com/notebooks/welcome.ipynb)

This guide is meant to be a simple tutorial which lets you take images classes, train a model with keras+tensorflow and then predict a new image with your "intelligent" model.

Here is further explanation in a short medium post: https://medium.com/@chibuk/machine-learning-for-the-everyday-person-part-3-your-first-neural-network-744528595c65

You can use this python script to get sample training images from a website: https://github.com/ibbad/image-scrapper

To have this notebook work you will need to:

Have a google drive folder; copy this notebook to it

Below outline the standard import and installation settings for openCV and tensorflow

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simple-cnn-keras-colaboratory's Issues

CNN result on testing picture

Hello John,
I am getting a different result (bunny) for the same test image (puppy 3) and I ran exactly as in from your notebook. Did you run multiple epochs before step #10 to get 100% accuracy on the puppy pic?
cnn_puppy_bunny

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