Jerry Peng's repositories
pytorch-loss-functions
A collection of loss functions with easy usage
APA2Seg-Net
Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration (Medical Image Analysis, 2021)
awesome-image-translation
A collection of awesome resources image-to-image translation.
cycle-diffusion
[ICCV 2023] Zero-shot image editing with stochastic diffusion models
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
diffseg
DiffSeg is an unsupervised zero-shot segmentation method using attention information from a stable-diffusion model. This repo implements the main DiffSeg algorithm and additionally includes an experimental feature to add semantic labels to the masks based on a generated caption.
DIY_particle_detector
A mobile low-cost spectrometer for measuring radioactivity and the energy of ionising radiation like alpha particles and electrons
FluenceMapOpt
A nonconvex optimization approach to IMRT planning with dose-volume constraints
Gamma-PIN
Semiconductor Radiation Detector and Analyser
image-superres
Review of the different CNN-based techniques for Image Super-Resolution (ISR)
Joint_unsupervised_video_registration_and_fusion
This project targets joint registration and fusion of two different imaging modalities namely, RGB and Infrared (IR)
MCmatlab
Numerical simulation tool for Monte Carlo propagation of light in turbid media
mri-deep-learning-tools
Resurces for MRI images processing and deep learning in 3D
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
pytorch-ssim
pytorch structural similarity (SSIM) loss
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
SegLoss
A collection of loss functions for medical image segmentation
SLiMe
1-shot image segmentation using Stable Diffusion
SOTA-MedSeg
SOTA medical image segmentation methods based on various challenges
stable-diffusion
A latent text-to-image diffusion model
Stable-Diffusion-Seg
[MICCAI 2024] Codebase for "Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse Process"
stable-diffusion-webui
Stable Diffusion web UI
stablediffusion
High-Resolution Image Synthesis with Latent Diffusion Models
survey-computer-vision
2020-2021年计算机视觉综述论文分方向整理
torch-styleddpm-vc
Torch implementation of UNIT-DDPM for voice conversion
Unet-Segmentation-Pytorch-Nest-of-Unets
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
UNIT-DDPM-Unofficial
Unofficial "partial" implementation of https://arxiv.org/abs/2104.05358
Viewers
OHIF zero-footprint DICOM viewer and oncology specific Lesion Tracker, plus shared extension packages
Weasis
Weasis is a DICOM viewer available as a desktop application or as a web-based application.