Are you ready to dive into the world of image-to-image translation using the Group-wise Deep Whitening-and-Coloring Transformation (GDWCT)? This blog post is your go-to guide for getting started with GDWCT, built using the powerful PyTorch framework. We'll walk...
Data Science
How to Get Started with the Deep Alignment Network for Face Alignment
The Deep Alignment Network (DAN) is a groundbreaking method for face alignment, recognized at the First Faces in-the-wild Workshop-Challenge at CVPR 2017. This post will guide you through the installation and running experiments using DAN, all in a user-friendly...
How to Get Started with Stellar Chat
Stellar Chat is an exciting multi-modal chat application that allows you to create custom agents, generate images, recognize visuals, and even engage in voice conversations. This powerful tool integrates seamlessly with local Large Language Models (LLMs) and...
PyTorch VAE
Update 22-12-2021: Added support for PyTorch Lightning 1.5.6 version and cleaned up the code. A collection of Variational AutoEncoders (VAEs) implemented in PyTorch with a focus on reproducibility. The aim of this project is to provide a quick and simple working...
How to Build and Train a Chatbot Using Seq2Seq and Reinforcement Learning
This guide will walk you through the process of building a chatbot using two powerful techniques: Seq2Seq (Sequence to Sequence) and Reinforcement Learning (RL). These methods will help you create a conversational agent that can engage users in interesting dialogues....
How to Use CamTools for Computer Vision
Welcome to your quick guide on utilizing CamTools, a robust collection of tools designed specifically for handling cameras in the realm of computer vision. This toolkit is perfect for tasks like plotting, converting, projecting, and ray casting with camera parameters....
How to Implement Deep SVDD using PyTorch
Welcome to the wonderful world of anomaly detection using deep learning! In this guide, we'll walk you through the implementation of Deep Support Vector Data Description (Deep SVDD) using PyTorch, as introduced in the ICML 2018 paper “Deep One-Class Classification.”...
Curiosity-driven Exploration by Self-supervised Prediction: A Comprehensive Guide
Welcome to our exploration of curiosity-driven exploration using self-supervised prediction in reinforcement learning! This guide will walk you through the setup, training, and evaluation processes, ensuring you have a solid understanding of how to leverage these...
How to Effectively Use the @antv/data-set Package for State Management
Welcome to our user-friendly guide on utilizing the powerful @antv/data-set package for state management in your JavaScript applications. In this article, we will walk you through the installation process, basic usage, and provide some troubleshooting tips to ensure...
