🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

MEDPSeg: Official implementation of Modified EfficientDet for Pulmonary Polymorphic Segmentation

A playbook for systematically maximizing the performance of deep learning models.

Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

MONAI Tutorials

Cervical spine 3D segmentation and classification using machine learning to detect fractures and assess vertebrae health.

Image augmentation library in Python for machine learning.

深度学习100例、深度学习DL、图片分类、目标识别、目标检测、自然语言处理nlp、文本分类、TensorFlow、PyTorch

A collection of resources on applications of Transformers in Medical Imaging.

nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that …

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on d…

Build your neural network easy and fast, 莫烦Python中文教学

A list of Medical imaging datasets.

A curated list of all kinds of learning resources, blogs, books, videos and so on.

Linux命令大全搜索工具，内容包含Linux命令手册、详解、学习、搜集。https://git.io/linux

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and rela…

Ogo - A library of tools for opportunistic CT, including internal calibration, segmentation, image manipulation and quantitative analysis.

Approaching (Almost) Any Machine Learning Problem

100 numpy exercises (with solutions)

Segment Anything in Medical Images

Tool for robust segmentation of >100 important anatomical structures in CT and MR images

High performance, multi-platform VNC client and server

[MICCAI 2023] Liver Lesion Diagnosis Challenge on Multi-phase MRI

3D transformations for Python.

Cookiecutter template for a Python package.

Chat with your notes & see links to related content with AI embeddings. Use local models or 100+ via APIs like Claude, Gemini, ChatGPT & Llama 3

Reviving Iterative Training with Mask Guidance for Interactive Segmentation