Liu Lihao's repositories
unsupervised-medical-image-segmentation
Code for "Contrastive Registration for Unsupervised Medical Image Segmentation".
scotch-and-soda
[CVPR'23] Code for "SCOTCH and SODA: A Transformer Video Shadow Detection Framework".
video-shadow-detection
A Pytorch Lightning implementation of “Triple-cooperative Video Shadow Detection” on CVPR'21.
deep-learning-model-saving-helper
A helper allows you to manage your deep learning model‘s parameters in a convenient way.
simultaneous-semantic-and-instance-segmentation
[MIUA'22 & CoNiC'22] Code for "Simultaneous Semantic and Instance Segmentation for Colon Nuclei Identification and Counting".
pytorch-topological
A topological machine learning framework based on PyTorch
attention-gated-networks
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
CoNIC
CoNIC Challenge
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
LaVIN
[NeurIPS 2023] Official implementations of "Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models"
machine-learning
It is a long way to understand and make full use of ML. But I won't stop trying.
Mind2Web
[NeurIPS'23 Spotlight] "Mind2Web: Towards a Generalist Agent for the Web"
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.
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.