Why PyTorch Uses Its Own Tensor Library Instead of NumPy
Dr. Anjing Wang If you’re just starting out with Python and have heard of NumPy, you probably know it’s a fantastic library for handling numbers, arrays, and matrices. So, why would PyTorch, a…
Using torch.Tensor to Represent Images in PyTorch: A Beginner’s Guide
In the world of deep learning, images are a critical form of data. Whether you’re building a computer vision model, training on image datasets, or working on image processing tasks,…
Total Available Graphics Memory vs. Dedicated Video Memory – Understanding the Four Types of GPU Memory
When exploring your system’s GPU settings, you may encounter various memory types that can initially be confusing. Terms like Total Available Graphics Memory, Dedicated Video Memory, System Video Memory, and…
How to Install CUDA on WSL?
As the use of WSL (Windows Subsystem for Linux) for development becomes increasingly popular among programmers, many AI engineers are adopting WSL and Visual Studio Code as their preferred environment…
Install Tesseract OCR 5 on Ubuntu: A Complete Guide
Upgrade to Tesseract OCR 5 on Ubuntu with a simple PPA addition, unlocking advanced text recognition features and accuracy.
How to Install PPOCRLabel on Windows
This guide will walk you through installing PPOCRLabel on Windows, ensuring you can start your OCR projects quickly.
How to Install Azure Speech Python Package on Ubuntu
Microsoft Azure provides excellent AI speech service, but how it organizes its documents and SDK drags me back to the bad memories when I read Microsoft Visual C++ MSDN documents…
How to Install text-generation-webui on runpod
We'll go step by step to bring up a model on runpod.io and chat with it using text-generation-webui.
How to Use ChatGPT Plugins?
we'll explore how to use ChatGPT plugins in a general way with VoxScript, WebPilot, and AskYourPdf as examples.
Similarity Metrics in Vector Databases
We discuss similarity metrics such as Cosine Similarity, and Inner Product, especially why Inner Product can be used as a similarity metric.
OpenAI Text Embeddings
We'll take a look at how OpenAI enables text embedding and use Python to do an exercise to cluster some texts.
How to Use Stable Diffusion? (1)
We'll introduce the basics of stable diffusion and how can we access its service thourgh its official site or third party site.
Midjourney Prompt for Style
Midjourney prompt allows us to create distinctive styles, such as Anime, cartoon, watercolor, oil paint, etc. We'll explore lots of styles.
Pinecone vs Elasticsearch: Introduce a Vector Database for Elasticsearch Users
We compare Pinecone with Elasticsearch from perspectives of Data Representation, Search Capabilities, and Integration with Machine Learning.