Awesome GitHub RepositoriesNumPy Image Processors

scikit-image is a Python image processing library and scientific image analysis toolkit. It provides a framework for digital image processing and computer vision, utilizing numerical arrays for pixel-level manipulations. The library enables the quantification of image properties and the detection of visual features, such as edges and blobs. It includes tools for image segmentation and the extraction of textures and patterns to characterize objects within visual data. Capabilities cover image manipulation through color space conversion, geometric transformations, and digital restoration. It a

Lepton 是一个专门的工具和文件格式，旨在对 JPEG 图像数据进行无损压缩和高效存储。它作为一个无损压缩器和存储优化器，在不改变原始像素数据的情况下减小文件大小，确保图像的位级完美重建。 该项目专注于减少数字图像存档的磁盘空间和网络带宽需求。它提供了 JPEG 文件的压缩和解压缩功能，在保持高质量图像存储的同时最大限度地减少整体数据占用。 其实现利用了多种熵编码和数据处理技术，包括算术编码和 Huffman 编码、预测建模以及基于流的处理。它还集成了优化的数组操作，用于处理大型图像数据块。

PyQtGraph is a scientific plotting and graphics framework built for PyQt and PySide applications, providing fast, interactive 2D and 3D visualizations with GPU-accelerated rendering. It serves as both a real-time signal monitoring system for streaming time-series data and a toolkit for constructing interactive data dashboards with dockable panels, parameter trees, and custom widgets. The library also includes a node-based visual flowchart tool for building data processing pipelines and a scientific graphics export system that saves plots as PNG, SVG, or CSV and converts items to Matplotlib for