lchdl Goto Github PK

breeze

A super light-weight CPU deep learning framework with no external dependency.

cmake_template

a simple CMake template

ddpm_playground

[WIP] Implementation of DDPM from scratch.

deepwmh

DeepWMH: Annotation-free white matter hyperintensity (WMH) lesion segmentation tool using deep learning.

dense3dcrf

Fully-connected (dense) 3D CRF for processing biomedical scans

gi_renderer

A global illumination framework for rendering photorealistic images.

jpeg_lite

simple baseline JPEG image IO utility

lchdl

My personal introduction.

nifticlib

Nifticlib is a C I/O library for reading and writing files in the nifti-1 data format. nifti-1 is a binary file format for storing medical image data, e.g. magnetic resonance image (MRI) and functional MRI (fMRI) brain images.

nii_preview

A simple utility to visualize 3D NIFTI image based on Python3.

nll_anomaly_detection

A simple anomaly detection algorithm for medical imaging based on multi-atlas image registration and negative log likelihood.

nnunet_for_deepwmh

openmlsys-zh

《Machine Learning Systems: Design and Implementation》- Chinese Version

paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

paddlenlp

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

petal3d

Procedural mesh and texture generator with local rendering support

sgl

Tiny software rasterizer with programmable shader & skeletal animation support written in C++.

voxelmorph

Unsupervised Learning for Image Registration

voxr

voxr: a very light-weight, simple but effective NVIDIA GPU voxel renderer used for visualizing 3D voxels, such as visualizing 3D biomedical images. Implemented with CUDA C++ and NVRTC.