In this blog, I’m going to explain how to recognize face emotions from images using different Deep Learning models. Table of Contents: FER- Using DeepFace and OpenCV FER- VGG 1. FER- Using DeepFace and OpenCV In the below examples, we have recognized different facial emotions like happiness, sadness, anger etc. using DeepFace face recognition package and OpenCV. DeepFace…

OpenCV (Open Source Computer Vision Library) is a great tool used for Image processing and to solve computer vison problems. It is used in areas like Digital signal processing, Image processing, Machine learning, Deep Learning, Computational photography, Multiview geometry. …

Data visualization has become crucial in today’s world to get insights and to better understand the data. PCA and t-SNE are two common techniques used for data visualization. Table of contents: PCA- Principle Component Analysis t-SNE- T-Distributed stochastic neighborhood embedding Amazon Fine Food Review dataset- Objective Exploratory Data Analysis Text…

Just like Google image search, here we are going to build a simple Image search engine using the Deep learning model VGG16. Given a query image, we are going to display images similar to it. We are going to implement it using Keras (It is an open-source software library that…

In today’s world, chatbots became a part of every major industry. Major applications include Retail and e-commerce, Travel and hospitality, Banking, finance, Healthcare, Media and entertainment. For example, Customer service chatbots help to eliminate most of the repeated and redundant works. We are designing a Chatbot for Banking Customer service. Table of Contents: Design Intent clasification Entity extraction

So what is Artificial General Intelligence? In today’s world, everyone is aware of Artificial Intelligence(AI). The first thing which comes to my mind when I think of AI is Robots which have human resemblance. All credit goes to Terminator movie. So technically AI means the intelligence which is not natural…