Deep Learning

So guys here comes the Fire and Smoke Detection project which is yet another very practical use case of Deep Learning. We will be using CNNs to implement this project. I have used Data Augmentation to increase the volume of my image dataset and I got a very satisfying accuracy of about 90% on a […]

In today’s blog, we will be building a Cats and Dogs Classifier using Convolutional Neural Networks. This is going to be a very fun blog, so without any further due, Let’s do it… Step 1 – Importing required libraries for Cats and Dogs Classifier. Step 2 – Initializing some constants. Step 3 – Loading input

So in today’s very interesting blog, we will see that how we can perform Dimensionality Reduction using Autoencoders in the simplest way possible using Tensorflow. So without any further due, Let’s do it… Step 1 – Importing all required libraries. Step 2 – Reading our input data. We have 30 feature columns and 1 Label