Getting Started with Hugging Face

Getting Started with Hugging Face

This Article Covers The main contents of this article include: What is Hugging Face and what does it offer Using Hugging Face models (Transformers library) Using Hugging Face datasets (Datasets library) Introduction to Hugging Face Similar to GitHub, Hugging Face is a hub (community). It can be considered the GitHub of the machine learning world. … Read more

Detailed Explanation of HuggingFace BERT Source Code

Detailed Explanation of HuggingFace BERT Source Code

Follow the official account “ML_NLP“ Set as “Starred“, heavy content delivered first-hand! Reprinted from | PaperWeekly ©PaperWeekly Original · Author | Li Luoqiu School | Master’s Student at Zhejiang University Research Direction | Natural Language Processing, Knowledge Graphs This article records my understanding of the code in the HuggingFace open-source Transformers project. As we all … Read more

AI Video Tool – Runway: Remove Background, Blur Faces, Object Removal, Video to Video

AI Video Tool - Runway: Remove Background, Blur Faces, Object Removal, Video to Video

Video production is a professional skill, from removing unwanted backgrounds, generating video materials, to blurring faces to ensure privacy, every step symbolizes professionalism and time. But today, I want to introduce you to an AI tool that has completely changed my perception: “Runway”. This article will take readers through the powerful features of Runway in … Read more

Beginner’s Guide to Runway: Create AI-Generated Videos in Three Steps

Beginner's Guide to Runway: Create AI-Generated Videos in Three Steps

Today, I want to share with you the king of AI-generated videos, Runway! Many of the cool videos you see online are generated by Runway. I couldn’t contain my excitement and finally tried out this website, and I found it very easy to use; even a beginner can learn it easily! First, let me share … Read more

A Minimal Guide to Runway Gen-2 AI Video Generation

A Minimal Guide to Runway Gen-2 AI Video Generation

Introduction Recently, the Runway Gen-2 model has made significant breakthroughs in its image-to-video generation capabilities, with some of the results being quite impressive. Therefore, I am writing this minimal usage guide for everyone to have fun with. Usage Guide This guide will introduce the costs, usage methods, and generation patterns of the Runway Gen-2 model. … Read more

Comprehensive Guide to Runway Gen2 AI Video Generation Tool

Comprehensive Guide to Runway Gen2 AI Video Generation Tool

Hi, classmates, this is our 57th AI project tutorial. Yesterday, I shared the tutorial for Runway Gen1, which allows you to easily master the skill of generating new videos from existing ones using text and images. If you haven’t seen it yet, you can review it for learning. Finally, here it is, the comprehensive and … Read more

Amazing AI Video: First Generation Runway (Video-to-Video)

Amazing AI Video: First Generation Runway (Video-to-Video)

The current magic of AI lies in its ability to create, such as writing summaries, novels, code, and music… it can be said to be all-powerful. One of the amazing technologies among them is AI video, which can generate videos from text or images. Currently, one of the more famous ones is Runway, which is … Read more

AI Image to Video Generation: A Simple 3-Step Guide

AI Image to Video Generation: A Simple 3-Step Guide

Hello everyone, I am Xiao Yang. Today I am bringing you a super beginner-friendly tutorial on the trending AI image-to-video generation! If you are not familiar with AI image generation, please check the previous article~ Showcase of results: Let’s start our tutorial: First, everyone needs to prepare a tool for scientific internet access (you know … Read more

Exploring Runway: An AI Tool for Image-to-Video Generation

Exploring Runway: An AI Tool for Image-to-Video Generation

In this rapidly advancing digital age, artificial intelligence has permeated every aspect of our lives, especially in the field of creative expression, where AI technology is bringing about a revolution. Today, I want to introduce you to a powerful tool called Runway, which can transform static images into dynamic videos, greatly enriching our creative possibilities. … Read more