Extending the ImageDataGenerator in Keras and TensorFlow
This article was published as a part of the Data Science Blogathon. Understanding the Problem Many times while working on computer vision problems, we …
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Deep Learning
Tutorial — How to visualize Feature Maps directly from CNN layers
Introduction Let’s put on the eyes of Neural Networks and see what the Convolution Neural Networks see. Photo by David Travis on Unsplash Pre-requisites:- …
A Hands-on Tutorial to Learn Attention Mechanism For Image Caption Generation in Python
Overview Understand the attention mechanism for image caption generation Implement attention mechanism to generate caption in python Introduction The attention mechanism is a …
Deep Unsupervised Learning in Energy Sector – Autoencoders in Action
Introduction In this short article, I will talk about unsupervised learning especially in the energy domain. The blog would mainly focus on the application …
Baseline for Policy Gradients that All Deep Learning Enthusists Must Know
Introduction Photo by Kevin Ku on Unsplash Deep reinforcement learning has a variety of different algorithms that solves many types of complex problems in …
Generate Carnatic Music with Google Magenta
This article was published as a part of the Data Science Blogathon. Music is the rhythm of the life Music is a universal language. …
Computer Vision: A Key Concept to Solve Many Problems Related to Image Data
This article was published as a part of the Data Science Blogathon. Introduction Computer Vision is evolving from the emerging stage and the result …
How to Download, Install and Use Nvidia GPU for Training Deep Neural Networks by TensorFlow on Windows Seamlessly
This article was published as a part of the Data Science Blogathon. Overview understanding GPU’s in Deep learning. Starting with prerequisites for the installation …
A Short Intuitive Explanation of Convolutional Recurrent Neural Networks
This article was published as a part of the Data Science Blogathon. Introduction Hello! Today I am going to try my best in explaining …
A Comprehensive Step-by-Step Guide to Become an Industry-Ready Data Science Professional
Introduction to Artificial Intelligence and Machine Learning Artificial Intelligence (AI) and its sub-field Machine Learning (ML) have taken the world by storm. From face …
