lihaoliu-cambridge

deep-learning-model-saving-helper

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

idir

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

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

scotch-and-soda

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

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.

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.

lihaoliu-cambridge/unsupervised-medical-image-segmentation

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

lihaoliu-cambridge/mtmr-net

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

lihaoliu-cambridge/psi-net

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

lihaoliu-cambridge/scotch-and-soda

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

lihaoliu-cambridge/video-shadow-detection

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

lihaoliu-cambridge/deep-learning-model-saving-helper

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

lihaoliu-cambridge/simultaneous-semantic-and-instance-segmentation

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

lihaoliu-cambridge/idir

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

lihaoliu-cambridge/pytorch-topological

A topological machine learning framework based on PyTorch

lihaoliu-cambridge/StrawHat

The trivial things can make a difference.

lihaoliu-cambridge/attention-gated-networks

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

lihaoliu-cambridge/CoNIC

CoNIC Challenge

lihaoliu-cambridge/detectron2

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

lihaoliu-cambridge/digirl

Official repo for paper DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning.

lihaoliu-cambridge/DLTK

Deep Learning Toolkit for Medical Image Analysis

lihaoliu-cambridge/fsdnet

lihaoliu-cambridge/LaVIN

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

lihaoliu-cambridge/lihaoliu-cambridge.github.io

lihaoliu-cambridge/machine-learning

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

lihaoliu-cambridge/Mind2Web

[NeurIPS'23 Spotlight] "Mind2Web: Towards a Generalist Agent for the Web"

lihaoliu-cambridge/mmdetection

OpenMMLab Detection Toolbox and Benchmark

lihaoliu-cambridge/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.

lihaoliu-cambridge/Motionformer

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

lihaoliu-cambridge/RealNVP-with-PyTorch

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

lihaoliu-cambridge/recurrent-unet

ICCV 2019: Recurrent U-Net for Resource Constraint Segmentation

lihaoliu-cambridge/rendezvous

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

lihaoliu-cambridge/torchio

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

lihaoliu-cambridge/TorchSSL

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

lihaoliu-cambridge/ViSha

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

lihaoliu-cambridge/webpage-template

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