Taru Jain - OpenGenus IQ: Learn Algorithms, DL, System Design

Major ideas in Creating Realistic Talking Head Models from Photo

The only issue in creating artificial videos is that they require a large amount of training data, however, we might want it to learn from only a few image views of a person. This is the concern of this paper.

Algorithms

Introduction to Dynamic Programming

In this article, we will understand crux of Dynamic Programming, different methodologies for solving DP problems, identifying a DP problem and trying to solve a specific problem

Machine Learning (ML)

Beginner's Guide to Generative Adversarial Networks with a demo

Generative Adversarial Network is a network with two opposite components which train to eventually reach the target. This was developed in 2014.

Machine Learning (ML)

Understanding Recurrent Neural Networks with an example of assigning an emoji to a sentence

In this article, we explored the basic ideas of Recurrent Neural Networks with an example to assign an emoji to a sentence based on the emotion

Machine Learning (ML)

Understanding Convolutional Neural Networks through Image Classification

In this article, we explored the ideas involved in Convolutional Neural Networks (CNN) through Image Classification

Machine Learning (ML)

Basics of Image Classification Techniques in Machine Learning

You will get n idea about What is Image Classification?, pipeline of an image classification task including data preprocessing techniques, performance of different Machine Learning techniques like Artificial Neural Network, CNN, K nearest neighbor, Decision tree and Support Vector Machines

Machine Learning (ML)

Use of deep learning in NLP techniques

You will get an idea about What is NLP?, use of deep learning in NLP and 5 impressive applications of deep learning for NLP like image captioning