Introduction This paper proposes a real-time approach to detect the 2D pose of multiple people in an image. OpenPose is an open- source multi-person detection system supporting the body, hand, foot, and facial key points. Human pose estimation is focused on finding individuals and their pose from an image. This problem…

Introduction Let’s face it M1 mac’s are the best laptop out there. With a perfect balance of power and batter life. For me the only thing holding it back was its OS. Mac OS is not as developer friendly as I expected. …

What is anaconda? Anaconda is a python package manager and it is really amazing, it is popular because it brings many of the tools used in data science and machine learning with just one install. In a previous article I talked about how to create a virtual environment using anaconda, you can check…

Introduction Web3, short for web 3.0, is a vision of the future of the Internet in which people operate on decentralized, quasi-anonymous platforms, rather than depend on tech giants like Google, Facebook and Twitter. There is no official definition for Web 3.0. Before learning about web 3.0 let’s recap what web…

Introduction I would highly recommend you check out Mnist handwritten digit classification using tensorflow before continuing with this article. In that article, I tackled the same MNIST handwritten digit classification using a simple neural network. Convolutional Neural Networks (CNNs) are the current state-of-art architecture mainly used for the image classification tasks…

In this article, I will walk you through how to create a simple sentiment analysis project using Python and NLTK. What is Sentiment Analysis? Sentiment analysis is the process of deducing the emotion from some media such as text, image, or video. It is widely used in various fields. …

Introduction What is Handwritten Digit Recognition? Handwritten digit recognition is the ability of computers to recognize human handwritten digits. It is a hard task for the machine because handwritten digits are not perfect and can vary from person to person. …

Introduction Yeah, the Confusion matrices are really confusing(No pun intended). In this article, I will go over some of the very important terms in Machine learning such as Accuracy, Precision and Recall. …