cattale93 / pytorch_self_supervised_learningLinks
This repository implements a framework to perform semantic segmentation of polarimetric SAR images, coming form Sentinel satellites, using a self supervised technique. The self-supervision is achieved transcoding SAR to optical images.
☆17Updated 4 years ago
Alternatives and similar repositories for pytorch_self_supervised_learning
Users that are interested in pytorch_self_supervised_learning are comparing it to the libraries listed below
Sorting:
- [GSRL] Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆65Updated 2 years ago
- ☆39Updated last month
- S1S2-Water: A global dataset for semantic segmentation of water bodies from Sentinel-1 and Sentinel-2 satellite images☆47Updated last year
- official repository to share data and code of our study "FUSING MULTI-MODAL DATA FOR SUPERVISED CHANGE DETECTION" accepted and published …☆89Updated 2 years ago
- SEN12-FLOOD Dataset☆33Updated 4 years ago
- codes and data for learning from sparse annotations☆55Updated 4 years ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆88Updated 2 years ago
- ☆35Updated last year
- ☆33Updated 4 years ago
- ☆35Updated 2 years ago
- Python script to process Sentinel 2 Level 1C data to L2A and upload spatial subset to GEE☆9Updated 3 years ago
- Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.☆52Updated 3 months ago
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆43Updated 2 years ago
- This Keras code is for the paper Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery☆☆19Updated last year
- Repository for SEN12MS related codes and utilities☆115Updated last year
- ☆42Updated 2 years ago
- Repository associated with the paper: Multi-Temporal Polarimetric SAR (MT-PolSAR) Change Detection For Crop Monitoring And Crop Type Clas…☆15Updated 2 years ago
- Official implementation of "DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic c…☆65Updated 4 years ago
- Code and data for Kuro Siwo flood mapping dataset☆63Updated 4 months ago
- CD algorithms available in cloudSEN12☆21Updated 2 years ago
- Generating seamless global daily AMSR2 soil moisture (SGD-SM) long-term products for the years 2013–2019☆28Updated 3 years ago
- Repository for the paper "Deep Learning for Rapid Landslide Detection using Synthetic Aperture Radar (SAR) Datacubes"☆41Updated last year
- ☆51Updated 2 years ago
- ☆48Updated last year
- Codes for TGRS paper: DisOptNet: Distilling Semantic Knowledge from Optical Images for Weather-independent Building Segmentation☆16Updated 9 months ago
- DSen2-CR: A network for removing clouds from Sentinel-2 images. This repo contains the model code, written in Python/Keras, as well as li…☆156Updated last year
- Open Satellite Image Cloud Detection Resources (Datasets and Tools)☆73Updated last year
- Neural Network based Urban Change Detection with Deep-Temporal Multispectral and SAR Remote Sensing Data.☆25Updated last year
- [RSE] Unsupervised domain adaptation for global urban extraction using Sentinel-1 SAR and Sentinel-2 MSI data☆28Updated last year
- Crop type mapping of small holder farms in Ghana, and South Sudan☆89Updated 2 years ago