minipuding

FastMRT

Accelerate MR thermometry from undersampling k-space by deep learning.

DenoisingDiffusionProbabilityModel-ddpm-

This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.

Image-Processing

Image processing code including homework and some whole projects.

Pytorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

albumentations

Support keypoint on ``ElasticTransform`` class

chess-question

A small game similar to chess in which only some pieces are implemented.

code-reading

Here is a collection of projects aimed at reading the source code of classic deep learning methods and adding detailed Chinese annotations to them.

fastmrt-diffusion-augment

FastMRT-Diffusion-Augment is a repository containing code for augmenting diffusion MRI data using the Diffusion Model, aimed at enhancing the performance of the FastMRT model.

minipuding.github.io

pyyaml-inherit

This repository provides support for including other YAML files, as well as inheritance and derivation functionality.

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".