lihaoliu-cambridge Goto Github PK

attention-gated-networks

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

conic

CoNIC Challenge

deep-learning

deep-learning-model-saving-helper

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

detectron2

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

dltk

Deep Learning Toolkit for Medical Image Analysis

fsdnet

idir

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

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

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".

pytorch-topological

A topological machine learning framework based on PyTorch

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.

scotch-and-soda

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

shuusui

The black sword.

simultaneous-semantic-and-instance-segmentation

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

strawhat

The trivial things can make a difference.

torchio

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

torchssl

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

unsupervised-medical-image-segmentation

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

video-shadow-detection

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