HSG-AIML / SSLTransformerRS
Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 - Best Student Paper Award
☆82Updated last year
Related projects ⓘ
Alternatives and complementary repositories for SSLTransformerRS
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆61Updated 4 months ago
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆95Updated 2 months ago
- codes and data for learning from sparse annotations☆50Updated 3 years ago
- official repository to share data and code of our study "FUSING MULTI-MODAL DATA FOR SUPERVISED CHANGE DETECTION" accepted and published …☆83Updated 2 years ago
- Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.☆43Updated 3 months ago
- Earth Vision Foundation☆67Updated 3 weeks ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆192Updated 7 months ago
- Repository for SEN12MS related codes and utilities☆99Updated 3 months ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆61Updated last year
- Semantic Segmentation for Remote Sensing Images;Officail Repo for the EarthNets Platform. https://arxiv.org/pdf/2210.04936.pdf☆35Updated last year
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆145Updated 3 months ago
- ☆72Updated 6 months ago
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆59Updated last year
- Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆57Updated last year
- Make your models invariant to changes in scale.☆125Updated 9 months ago
- ☆65Updated last year
- Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)☆44Updated 2 months ago
- ☆42Updated last year
- ☆53Updated 8 months ago
- ☆25Updated 7 months ago
- The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".☆33Updated last year
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆43Updated this week
- Deep learning models for remote sensing applications☆153Updated 8 months ago
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆50Updated 2 weeks ago
- ☆28Updated 11 months ago
- The network is to identify the outline of water-bodies accurately from very high resolution (VHR) remote sensing imagery, particularly fo…☆24Updated 2 years ago
- MSResNet: Multi-Scale Residual Network via Self-Supervised Learning for Water-Body Detection in Remote Sensing Imagery☆19Updated 2 years ago
- Automatically create machine learning datasets from satellite images☆42Updated 2 years ago
- seasonal-contrast is a ServiceNow Research project that was started at Element AI.☆163Updated 3 months ago
- Satellite cloud removal with Deep Image Prior.☆64Updated 3 months ago