Awesome GitHub RepositoriesVisual Effects & Restoration

Anime4K is a collection of graphics shaders and image processing algorithms designed to enhance the visual quality of animated media. It functions as a real-time upscaling engine that increases the resolution of video content during playback, allowing for higher fidelity viewing without the need to permanently re-encode source files. The project distinguishes itself by utilizing hardware-accelerated rendering to perform complex image reconstruction directly on the graphics card. By employing a pass-based pipeline, it chains multiple processing stages to refine frames iteratively, ensuring tha

Video2x is a modular processing framework designed for AI-enhanced video upscaling and frame rate conversion. It functions as a comprehensive toolset for increasing the resolution and visual clarity of media files while generating intermediate frames to improve motion smoothness. The system is built to handle intensive media transformation tasks by leveraging hardware acceleration and custom encoding pipelines. The project distinguishes itself through a plugin-based architecture that allows for the integration of custom machine learning models and specialized algorithms. It utilizes a modular

Natron 是一款开源的基于节点的视频合成和动态图形软件。它作为一种视觉特效工具，使用节点图和线性颜色管线来组合图像和视频，以创建复杂的特效和场景扩展。 该软件包括一个用于稳定素材和跟踪帧间像素运动的 2D 运动跟踪套件。它是一个支持 Python 脚本的环境，允许通过嵌入式 Python 解释器进行自定义自动化和用户界面扩展。 该平台提供了全面的合成功能，包括色度键控（chroma keying）、转描（rotoscoping）和多通道图像处理。它支持带有曲线编辑器的基于关键帧的动画，并提供用于通过命令行界面进行批处理的无头渲染引擎。 性能通过多线程渲染引擎和基于代理（proxy）的预览系统进行管理，以保持实时反馈。该系统还利用标准化的插件架构来集成第三方视觉处理工具。

RIFE, Real-Time Intermediate Flow Estimation for Video Frame Interpolation implemented with ncnn library

More practical frame interpolation approach.