lchdl
PhD candidate | Deep learning for medical image analysis | LLM | Computer graphics | C, C++, Python, CUDA
Beijing Institute of TechnologyBeijing, China
Pinned Repositories
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.
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.
sgl
Tiny software rasterizer with programmable shader & skeletal animation support written in C++.
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.
lchdl's Repositories
lchdl/NLL_anomaly_detection
A simple anomaly detection algorithm for medical imaging based on multi-atlas image registration and negative log likelihood.
lchdl/DeepWMH
DeepWMH: Annotation-free white matter hyperintensity (WMH) lesion segmentation tool using deep learning.
lchdl/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.
lchdl/sgl
Tiny software rasterizer with programmable shader & skeletal animation support written in C++.
lchdl/Breeze
A super light-weight CPU deep learning framework with no external dependency.
lchdl/nii_preview
A simple utility to visualize 3D NIFTI image based on Python3.
lchdl/cmake_template
a simple CMake template
lchdl/ddpm_playground
[WIP] Implementation of DDPM from scratch.
lchdl/dense3dCrf
Fully-connected (dense) 3D CRF for processing biomedical scans
lchdl/GI_renderer
A global illumination framework for rendering photorealistic images.
lchdl/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）
lchdl/jpeg_lite
simple baseline JPEG image IO utility
lchdl/lchdl
My personal introduction.
lchdl/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.
lchdl/nnUNet_for_DeepWMH
lchdl/openmlsys-zh
《Machine Learning Systems: Design and Implementation》- Chinese Version
lchdl/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.
lchdl/petal3d
Procedural mesh and texture generator with local rendering support
lchdl/voxelmorph
Unsupervised Learning for Image Registration