Name: Hyunho Lee
Type: User
Company: K-water (Korea Water Resources Corporation), and Arizona State University
Bio: Senior Manager, and 3rd year PhD student
Location: Tempe, United States
Blog: hyunholee26.github.io
Hyunho Lee's Projects
A multi-modality fusion and gated multi-filter U-Net for water area segmentation of remote sensing images
[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
Naver-VS-Kakao
Python library to train neural networks with a strong focus on hydrological applications.
tips
hyunholee26.github.io
Unofficial implementation of Palette: Image-to-Image Diffusion Models by Pytorch
Latex code for making neural networks diagrams
Programs and Modules (QGIS_GRM, QGIS_G2D etc.) that are executed by plug-in to QGIS3.10
Pyramid Scene Parsing Network, CVPR2017.
:earth_americas: Simple and fast watershed delineation in python.
DeepLab v3+ model in PyTorch. Support different backbones.
Easy generative modeling in PyTorch.
PyTorch-Self-Study
A Collection of Variational Autoencoders (VAE) in PyTorch.
Rainfall-Runoff-ML-basecode
digital-filter
Reference materials for flood simulations using the tools in this "floodmodel" organization.
Deep learning model for predicting environmental variables on river systems
This is the code for the NeurIPS 2019 paper Region Mutual Information Loss for Semantic Segmentation.
S1S2-Water: A global dataset for semantic segmentation of water bodies from Sentinel-1 and Sentinel-2 satellite images
IJCAI2020 & IJCV2021 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo
Official PyTorch implementation of SegFormer
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Segmentation models with pretrained backbones. PyTorch.
A semantic segmentation pipeline for custom image annotation
Semantic Segmentation in Pytorch
Download and process satellite imagery in Python using Sentinel Hub services.