If you're looking to work with human pose estimation, you might find OpenPose and OpenCV to be a powerful combination to achieve your goals. This blog will guide you step-by-step to implement human pose estimation using OpenPose MobileNet in OpenCV, along with...
Pytorch Implementation of Rainbow: A Guide
Welcome to the guide on implementing the Rainbow agent using Pytorch! Rainbow is an advanced deep Q-learning agent that successfully integrates various techniques to enhance performance. Today, we’ll walk you through the implementation details, hyperparameters, and...
Understanding Advances in Deep Learning: A Comprehensive Guide
Deep learning has revolutionized many fields by enabling machines to learn from vast amounts of data. This article will explore several groundbreaking papers in deep learning, explaining their concepts with relatable analogies. Whether you are a seasoned expert or a...
How to Use CBDNet-PyTorch for Image Denoising
Welcome to our guide on using the unofficial PyTorch implementation of CBDNet, a powerful tool for image denoising. In this article, we’ll walk you through the installation process, model training, and how to make predictions with your model. Let’s dive right in!...
Creating an Intelligent Anti-Malware System: A Deep Learning Approach Using SVM
As malware continues to evolve, so must our methods of detection and prevention. In this guide, we will embark on the journey of building an intelligent anti-malware system using Deep Learning (DL) techniques and Support Vector Machine (SVM) for malware...
How to Use the OBS Plugin for Portrait Background Removal and Enhancement
The world of video streaming and content creation is constantly evolving, and one of the most exciting tools available today is the OBS Plugin for Portrait Background Removal. This powerful plugin not only replaces backgrounds in portrait images and videos but also...
How to Get Started with the Manif Library for Lie Theory
Are you venturing into the world of robotics and state estimation? Look no further! The manif library is your go-to tool for implementing Lie theory into your robotics applications. In this guide, we'll explore how to get started with the manif library, how to...
How to Use the Jaxlie Library for Lie Group Implementations
Welcome to our guide on utilizing the Jaxlie library, a powerful tool designed for implementing Lie groups commonly used in computer vision and robotics. This article will walk you through its functionalities, installation, and troubleshooting tips, ensuring your...
How to Use Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention
Welcome to your guide on implementing the cutting-edge model for satellite image time series classification using Pixel-Set Encoders and Temporal Self-Attention, as presented in the 2020 CVPR conference. What You Need Python 3.6 or above PyTorch and torchnet Numpy,...