lihaoliu-cambridge

unsupervised-medical-image-segmentation

Code for "Contrastive Registration for Unsupervised Medical Image Segmentation".

mtmr-net

[TMI'19 & DLMIA'18] Code for "Multi-Task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis".

psi-net

[TMI'20] Code for "Ψ-Net: Stacking Densely Convolutional LSTMs for Sub-Cortical Brain Structure Segmentation".

scotch-and-soda

[CVPR'23] Code for "SCOTCH and SODA: A Transformer Video Shadow Detection Framework".

deep-learning-model-saving-helper

A helper allows you to manage your deep learning model‘s parameters in a convenient way.

video-shadow-detection

A Pytorch Lightning implementation of “Triple-cooperative Video Shadow Detection” on CVPR'21.

simultaneous-semantic-and-instance-segmentation

[MIUA'22 & CoNiC'22] Code for "Simultaneous Semantic and Instance Segmentation for Colon Nuclei Identification and Counting".

idir

Code for the MIDL 2022 paper Implicit Neural Representations for Deformable Image Registration

pytorch-topological

A topological machine learning framework based on PyTorch

StrawHat

The trivial things can make a difference.

attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

CoNIC

CoNIC Challenge

deep-learning

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

DLTK

Deep Learning Toolkit for Medical Image Analysis

fsdnet

LaVIN

[NeurIPS 2023] Official implementations of "Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models"

lihaoliu-cambridge.github.io

machine-learning

It is a long way to understand and make full use of ML. But I won't stop trying.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mmtracking

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

Motionformer

Code + pre-trained models for the paper Keeping Your Eye on the Ball Trajectory Attention in Video Transformers

RealNVP-with-PyTorch

Real-valued non-volume preserving(RealNVP) implementation with PyTorch

recurrent-unet

ICCV 2019: Recurrent U-Net for Resource Constraint Segmentation

rendezvous

A transformer-inspired neural network for surgical action triplet recognition from laparoscopic videos.

Shuusui

The black sword.

torchio

Tools for loading, augmenting and writing 3D medical images on PyTorch.

TorchSSL

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

ViSha

Code for the CVPR 2021 paper "Triple-cooperative Video Shadow Detection"

webpage-template

Simple project webpage template. Originally used in Colorful Image Colorization. ECCV, 2016.