Search Results for "u-root"

Ouress is a portable, zero-configuration Unix-like research appliance tailored to serve the priorities of the social sciences. It delivers a carefully curated, yet extensible toolkit in a single compressed filesystem (.ress archive) that runs on Linux® via chroot and on Windows® via the Windows Subsystem for Linux (WSL2). The Windows installer deploys a command-line management utility for zero-friction environment lifecycle operations. Built on Debian GNU/Linux, Ouress anchors its package...

An open-source convolutional neural networks platform for medical image analysis and image-guided therapy. NiftyNet is a TensorFlow-based open-source convolutional neural networks (CNNs) platform for research in medical image analysis and image-guided therapy. NiftyNet’s modular structure is designed for sharing networks and pre-trained models. Using this modular structure you can get started with established pre-trained networks using built-in tools. Adapt existing networks to your imaging...

“Sometimes the miracle is simply His mercy.” ― Jane Johnson, Mercy Like Morning "Grace will give you credit for something you did not do in the first place" ps Ray Bevan The popular saying goes, " You are a product of your environment". GraceMX is an MX Linux respin providing the environment for students and bible nerds alike to grow in the Word of God. GraceMX institutes popular feature rich bible study applications, addons, scripts and productivity tools to increase...

...The project addresses domain-specific challenges like segmentation, classification, detection, and multimodal data (e.g. MRI, CT, X-ray) using state-of-the-art architectures (e.g. U-Net, ResNet, GAN variants) tailored to medical constraints (small datasets, annotation costs, class imbalance). It includes Jupyter notebooks, model architectures, data preprocessing pipelines, and evaluation scripts specific to medical imaging tasks. The repository may also contain domain-specific modules: loss functions like Dice, focal loss, metrics such as sensitivity/recall/IoU, and visualization utilities for overlaying segmentation masks.

- - - T H I S P R O J E C T M O V E D T O G I T H U B - - - A framework for the implementation of advanced real-time control systems which uses signal/block-based schematics (like Simulink) extended by several features like state machines and online-exchangeable sub-simulations. Besides, this framework properly handles multiple threads, their communication, allows to synchronise control systems to external events (e.g. variable timers or incoming network packages) and provides many other nice features. ...