lpzhang.github.io

Github Pages for Liping Zhang personal websites, forked from mmistakes/minimal-mistakes

lung

masa-sr

MASA-SR: Matching Acceleration and Spatial Adaptation for Reference-Based Image Super-Resolution (CVPR2021)

mc-ddpm

Code for MC-DDPM

meddlr

A flexible ML framework built to simplify medical image reconstruction and analysis experimentation.

mlpi

Advanced Topics on Machine Learning and Probabilistic Inference (Course Materials)

mobilenet-caffe

Caffe Implementation of Google's MobileNets (v1 and v2)

models

Models and examples built with TensorFlow

modl

MoDL: Model-Based Deep Learning Architecture for Inverse Problems

monai

AI Toolkit for Healthcare Imaging

mri_acq_recon_tutorial

Code for ISBI'19 Tutorial

mymusiclist

photographicimagesynthesis

Photographic Image Synthesis with Cascaded Refinement Networks

piq

Measures and metrics for image2image tasks. PyTorch.

pre-resnet-gen-caffe

Generate Caffe prototxt of pre-activation ResNet on ImageNet

protobuf

Protocol Buffers - Google's data interchange format

pspnet

Pyramid Scene Parsing Network

py-faster-rcnn

Faster R-CNN (Python implementation), forked from ross's py-faster-rcnn.

pytorch-classification

Classification with PyTorch.

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-encoding

A CV Toolkit

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

resnext

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

restormer

Official repository for "Restormer: Efficient Transformer for High-Resolution Image Restoration". SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

score-mri

score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

shufflenet

This is a fast caffe implementation of ShuffleNet.

skm-tea

Repository for the Stanford Knee MRI Multi-Task Evaluation (SKM-TEA) Dataset

slater

Official implementation of the paper: Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers

spine-curve