hyunholee26

hyunholee26

Config files for my GitHub profile.

AMM-fusenet

Code Repo for the Project "ReSIF"

DDU

Code for Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty

DeepSatModels

Deep learning models for remote sensing applications

DomainBed

DomainBed is a suite to test domain generalization algorithms

fusenet-pytorch

GeoLS

Geodesic Label Smoothing for Image Segmentation

google-research

Google Research

hls-foundation-os

This repository contains examples of fine-tuning Harmonized Landsat and Sentinel-2 (HLS) Prithvi foundation model.

hyunholee26.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

InternImage

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

MedSegDiff

Official implementation of paper "MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model"

MFGF-UNet

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

multi-domain-imbalance

[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond

Notes

tips

PlotNeuralNet

Latex code for making neural networks diagrams

pytorch-generative

Easy generative modeling in PyTorch.

RMI

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

s1s2_water

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

Seg-Uncertainty

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

SegFormer

Official PyTorch implementation of SegFormer

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.

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

Semantic-Shapes

A semantic segmentation pipeline for custom image annotation

sentinelhub-py

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

SOLC

Remote Sensing Sar-Optical Land-use Classfication Pytorch Pytorch高分辨率遥感语义分割/地物分割/地物分类

SSRS

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

utae-paps

PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.