Repository Index

A High-Quality Real Time Upscaler for Anime Video

• anime
• upscaling
• upsampling
• video-processing

🐍 Geometric Computer Vision Library for Spatial AI

• computer-vision
• image-processing
• machine-learning
• pytorch

Blender addons to make the bridge between Blender and geographic data

• blender
• addon
• geospatial
• gis

TranslatedOpen-source manuscript of 《深入理解 AI Infra：量化分析与系统设计》 (In-Depth Understanding of AI Infra: Quantitative Analysis and System Design), by 李博杰 (Li Bojie): starting from hardware constraints and model architecture, it quantitatively derives the system design of LLM inference and training. Includes the full text of the book, a PDF, and companion calculation tools and experiments

• accelerator
• ai-infra
• ai-infrastructure
• book

A PyTorch Library for Accelerating 3D Deep Learning Research

• pytorch
• 3d-deep-learning
• neural-networks
• differentiable-rendering

Image augmentation library in Python for machine learning.

• augmentation
• machine-learning
• deep-learning
• neural-networks

SpeedTest by OpenSpeedTest™ is a Free and Open-Source HTML5 Network Performance Estimation Tool Written in Vanilla Javascript and only uses built-in Web APIs like XMLHttpRequest (XHR), HTML, CSS, JS, & SVG. No Third-Party frameworks or libraries are Required. Started in 2011 and moved to OpenSpeedTest.com dedicated Project/Domain Name in 2013.

• html5
• xhr2
• css
• svg

PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer

• graph
• visualization
• gpu
• graphistry

C++ image processing and machine learning library with using of SIMD: SSE, AVX, AVX-512, AMX for x86/x64, NEON, SVE for ARM, HVX for Hexagon

• simd
• avx
• neon
• image-processing

cuGraph - RAPIDS Graph Analytics Library

• rapids
• nvidia
• gpu
• cuda

LedFx is a network based LED effect engine designed to deliver advanced real-time audio effects to a wide variety of devices.

• python
• music-visualizer
• audio-processing
• qlc

LIBPNG: Portable Network Graphics support, official libpng repository

Drop-in FSR 3.1 upscaler for Direct3D 12 that runs DLSS's network (Model E) on AMD GPUs

:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification

• convolutional-neural-networks
• deep-learning
• speaker-recognition
• 3d

iOS Core ML implementation of waifu2x

• waifu2x
• ios
• coreml
• nueral-networks

webgpu.h - C version of the JS API, for both native and Wasm. A multi-vendor standard between Dawn/Emdawnwebgpu and wgpu-native. Designed primarily for binding into higher-level languages.

Allocators, I/O streams, math, geometry, image and audio processing for D

• utility-library
• dlang
• linear-algebra
• computational-geometry

OME (Open Microscopy Environment) develops open-source software and data format standards for the storage and manipulation of biological light microscopy data. A joint project between universities, research establishments and industry in Europe and the USA, OME has over 20 active researchers with strong links to the microscopy community. Funded by private and public research grants, OME has been a major force on the international microscopy stage since 2000.

• omero
• java
• python
• server

Vulkan Compute for C++ (experimentation project)

swoopyarrows makes swoopy arrows between things

Network Extraction From Images

HistoClean is a tool for the preprocessing and augmentation of images used in deep learning models. This easy to use application brings together the most popular image processing packages from across the python universe, meaning no more looking at documentation! HistoClean provides real time feedback to augmentations and preprocessing options. This allows users to evaluate their steps before implementation.

• image-processing
• images
• image-analysis
• deep-learning

Logi is light-weight C++ Vulkan abstraction framework, which attempts to bridge the gap between previous graphics APIs and Vulkan by making API easier to use while still preserving Vulkan semantics and introducing as little overhead as possible.

• vulkan
• vulkan-wrapper
• vulkan-library
• vulkan-cpp

DetecDiv provides a comprehensive set of tools to analyze time microscopy images using deep learning methods. The software structure is such that data can be processed either at the command line or using a graphical user-interface. Detecdiv classification models include : image classification and regression, semantic segmentation, LSTM networks to analyze data and image timeseries.