Rust is an ideal choice for image preprocessing due to its combination of performance, safety, and concurrency. Its low-level control allows for highly efficient image manipulation, crucial for handling large datasets or performing complex transformations. Image preprocessing involves transforming raw image data into a format that is usable and meaningful. If you want a fast […]
To begin with, when learning about ML/AI you may just use the model specified in the tutorial you’re doing, but later on you’ll want to research, test, and evaluate different models based on size, performance and write your code to suit. Let’s compare output using 2 different models that I used in a recent project […]
Webdock – Fast Cloud VPS Linux Hosting Introduction Let’s see how to create a text similarity search web app using Flask, a pre-trained BERT model, and FAISS for efficient similarity search! Section 1: Importing Libraries “First, we need to import all the necessary libraries. We’ll be using Flask to create our web application, Hugging Face’s […]
“WebSockets revolutionize web communication by establishing persistent, full-duplex connections between a client (typically a browser) and a server. Unlike traditional HTTP, WebSockets enable real-time, bi-directional data exchange, ideal for interactive applications like live chat, gaming, and financial tickers. By maintaining a constant connection, WebSockets eliminate the need for frequent client polling, reducing latency and server […]
To use Ruff we need to consider the configuration for pyproject.toml with a focus on how to set it up for Ruff. Installation guide here What is pyproject.toml? pyproject.toml is a configuration file used by various Python tools to read project-specific settings. It is designed to provide a standardized way for specifying build and configuration […]
The join! macro is particularly useful when you need to run multiple asynchronous tasks concurrently and wait for all of them to complete before proceeding further. It’s commonly used in scenarios where you have independent asynchronous operations that can execute simultaneously, and you want to optimize the overall execution time by running them concurrently. Here […]
Using Docx-rs we can write some code and compile it to allow us to create Word document (Docx) files using text and images that the user is able to specify either via command line or via a script (e.g Python). How does it work? Using compiled Rust code, and a Rust crate called docx-rs you […]
