Awesome GitHub RepositoriesResampling Optimizations

ImageSharp is a .NET image processing library and manipulation framework used for decoding, encoding, and modifying digital images. It functions as a comprehensive toolkit for resizing, cropping, and applying pixel-level filters while managing color profiles and pixel data across various file formats. The project integrates a 2D vector graphics engine and a typography rendering engine to draw geometric shapes, paths, and complex stylized text onto images. It also includes a geometry boolean operation library for calculating intersections, unions, and differences between complex polygons and c

MONAI is a PyTorch-based deep learning framework and library specifically designed for healthcare imaging. It provides a suite of domain-specific neural network architectures, specialized loss functions, and preprocessing pipelines tailored for analyzing multi-dimensional medical data. The project distinguishes itself through a decentralized federated learning system that allows models to learn from datasets across multiple institutions without exchanging raw patient images. It also features AI-assisted medical image annotation tools and a standardized model bundling system to ensure consiste

Haxe is a statically typed, multi-target programming language and open-source compiler toolkit that translates a single codebase into native executables and scripts for JavaScript, C++, C#, Java, Python, Lua, PHP, and Flash targets. It provides a unified type system with automatic type inference, a compile-time macro system for code transformation and generation, conditional compilation directives, and a static analysis engine that enforces null safety and eliminates dead code to produce smaller, safer outputs. The language is supported by the HashLink virtual machine, which executes platform

Compressorjs is a client-side image compression library that reduces file sizes in the browser before upload, using the HTML Canvas API to re-encode images into smaller File or Blob objects. It supports JPEG, PNG, and WebP formats, with configurable quality and dimension controls to balance file size and visual fidelity. The library distinguishes itself through several integrated capabilities. It reads Exif orientation metadata from JPEG images and automatically rotates or flips the canvas to ensure correct display after compression. An AbortController integration allows cancellation of an in

Bild ist eine Bildverarbeitungsbibliothek, die in der Programmiersprache Go implementiert ist. Sie bietet eine Sammlung algorithmischer Engines für die Bildmanipulation, darunter eine Convolution-Kernel-Engine für Filter, ein Bild-Blending-Tool für Layer-Komposition und einen prozeduralen Rauschgenerator für die Erstellung synthetischer Texturen. Das Projekt zeichnet sich durch seine prozeduralen Generierungsfähigkeiten aus und implementiert Perlin-, Gauß-, Binär- und gleichmäßige Rauschalgorithmen, um zufällige Pixelverteilungen und organische Muster zu erzeugen. Es verfügt zudem über eine Kommandozeilenschnittstelle, die es Benutzern ermöglicht, visuelle Effekte, Farbanpassungen und geometrische Transformationen auf Bilddateien anzuwenden, ohne eigenen Code schreiben zu müssen. Die Bibliothek deckt ein breites Spektrum an Bildverarbeitungsfunktionen ab, einschließlich geometrischer Transformationen wie Rotation, Scherung und Zoom sowie Farbmanipulation und Verteilungsanalyse. Sie bietet Werkzeuge für Bildanalyse und Segmentierung, morphologische Filterung und unterstützt das Lesen und Schreiben von Bilddaten in den Formaten PNG, JPEG, BMP und WebP.

Pinta is a cross-platform raster graphics editor and digital image manipulation tool. It provides a drawing environment for creating pixel-based artwork and editing photographs, utilizing a layer-based image model to organize visual components into a stack for non-destructive composition. The application is built with a GTK-based interface and features a plugin-based extension system that allows for the addition of new editing tools and filters. Its capabilities cover digital drawing workflows using various brushes and pencils, image geometry manipulation such as cropping and resizing, and v