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In the past year I have also worked with Deep Learning techniques, and I would like to share with you how to make and train a Convolutional Neural Network from scratch, using tensorflow. Later on we can use this knowledge as a building block to make interesting Deep Learning applications.
The pictures here are from the full article. Source code is also provided.
Before you continue, make sure you understand how a convolutional neural network works. For example,
The contents of this blog-post is as follows:
1. Tensorflow basics:
2. Neural Networks in Tensorflow
3. Deep Neural Networks in Tensorflow
4. Final words
To read this blog, click here. The code is also available in my GitHub repository, so feel free to use it on your own dataset(s).
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