In this guide, we will explore how to implement the DSNet (Detect-to-Summarize Network) for video summarization, leveraging its flexible architecture developed with PyTorch. This network stands as a significant advancement in the realm of compressing long video...
DSLR-Quality Photos on Mobile Devices with Deep Convolutional Networks
Welcome to a thrilling exploration of enhancing your smartphone photography to DSLR-quality images utilizing the power of deep learning! In this article, we will guide you step by step through the process of setting up an environment and executing the code that allows...
How to Use DexDex: The Powerful Data Explorer
DexDex is a dynamic tool designed for data scientists who want to explore, transform, visualize, and export data efficiently. Built with Groovy and Java on top of JavaFX, DexDex offers numerous features, from machine learning applications to complex visualizations....
How to Drive in a “World on Rails”: A User-Friendly Guide
Introduction Welcome to the fascinating world of autonomous driving with the revolutionary project titled Learning to Drive from a World on Rails. In this article, we will take a deep dive into getting started with this project, training and evaluating agents, and...
How to Normalize Your BibTeX Citations with Rebiber
Are you tired of using outdated arXiv citations in your academic papers? Do you find it tedious to manually enter the right citation format for conferences? Say hello to Rebiber, a powerful tool designed to automatically normalize your BibTeX citations with official...
How to Compile Deep Learning for NLP Course Slides
Welcome to the world of Deep Learning for Natural Language Processing (NLP)! If you've enrolled in the course offered by the Technical University of Darmstadt for the summer term of 2023, you might want to get your hands on the lecture slides. This article will guide...
Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes
Welcome to a transformative exploration in the world of style transfer! In this article, we'll walk through how to implement a cutting-edge technique that enhances the art of style transfer, transitioning from mere pixel manipulation to the innovative use of...
A Beginner’s Guide to Reinforcement Learning with PPO and TensorFlow 2.3.1
Diving into the world of Reinforcement Learning (RL) can feel like embarking on a wild adventure filled with exciting challenges. In this blog post, we will explore how to utilize Proximal Policy Optimization (PPO) algorithms to teach AI agents to play games like Pong...
How to Use BatchLinks Downloader for Stable Diffusion WebUI
BatchLinks Downloader makes batch-downloading models and other assets in stable-diffusion-webui on Google Colab easy and efficient. With simple commands, you can download models from various sources with very little code. This article will walk you through the...







