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Hyunho Lee's Projects

mfgf-unet icon mfgf-unet

A multi-modality fusion and gated multi-filter U-Net for water area segmentation of remote sensing images

neuralhydrology icon neuralhydrology

Python library to train neural networks with a strong focus on hydrological applications.

pspnet icon pspnet

Pyramid Scene Parsing Network, CVPR2017.

pysheds icon pysheds

:earth_americas: Simple and fast watershed delineation in python.

pytorch-vae icon pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

references icon references

Reference materials for flood simulations using the tools in this "floodmodel" organization.

river-dl icon river-dl

Deep learning model for predicting environmental variables on river systems

rmi icon rmi

This is the code for the NeurIPS 2019 paper Region Mutual Information Loss for Semantic Segmentation.

s1s2_water icon s1s2_water

S1S2-Water: A global dataset for semantic segmentation of water bodies from Sentinel-1 and Sentinel-2 satellite images

seg-uncertainty icon seg-uncertainty

IJCAI2020 & IJCV2021 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo

segformer icon segformer

Official PyTorch implementation of SegFormer

segment-anything icon segment-anything

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.

semseg icon semseg

Semantic Segmentation in Pytorch

sentinelhub-py icon sentinelhub-py

Download and process satellite imagery in Python using Sentinel Hub services.

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