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.
☆17May 30, 2021Updated 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:
- ☆22Dec 30, 2021Updated 4 years ago
- ☆22Aug 16, 2024Updated last year
- Crop classification of fields in South Africa using multispectral imagery☆18Nov 5, 2022Updated 3 years ago
- In this project, we detect forest wildfire from given satellite images using deep learning.☆26May 26, 2019Updated 6 years ago
- Wall-to-Wall Above-ground Biomass Estimation with ALOS-2 PALSAR-2 L-Band SAR Data and GEDI☆25Jan 8, 2025Updated last year
- Code and data for Kuro Siwo flood mapping dataset☆73Sep 24, 2025Updated 5 months ago
- This repo includes the CUB-GHA (Gaze-based Human Attention) dataset and code of the paper "Human Attention in Fine-grained Classification…☆31Jul 18, 2022Updated 3 years ago
- Flood Mapping Intercomparison☆15Nov 5, 2025Updated 3 months ago
- ☆13Aug 5, 2024Updated last year
- Team4☆10Dec 14, 2021Updated 4 years ago
- Make Antarctic data ready for use in PISM.☆11Feb 10, 2025Updated last year
- ☆13Oct 4, 2024Updated last year
- Detection of tectonic and volcanic deformation as anomalies in InSAR: deep-learning tailored to differential data☆11Nov 16, 2022Updated 3 years ago
- The repository contains data for the paper titled"High-resolution flood susceptibility mapping and exposure assessment in Pakistan: An in…☆13Feb 10, 2026Updated 2 weeks ago
- ☆10Sep 26, 2023Updated 2 years ago
- Jupyter Notebook for SAR flood analysis in Pakistan with Google Earth Engine Python API☆11Jan 1, 2024Updated 2 years ago
- ☆12Nov 21, 2023Updated 2 years ago
- A QGIS plugin to generate polarimetric SAR descriptors.☆40Oct 23, 2025Updated 4 months ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆92Jan 23, 2023Updated 3 years ago
- A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. Deep Learning models for wildfire modeling, e.g. danger f…☆59Jan 13, 2025Updated last year
- ☆11Mar 28, 2023Updated 2 years ago
- Fire point detection project maintenance. It provides two fire point detection methods: visible light and infrared, with high detection a…☆11Jul 2, 2024Updated last year
- SpatioTemporal Adaptive Resolution Encoding, a unifying index for geo-located data.☆12Jun 2, 2023Updated 2 years ago
- modified datasets for remote sensing image caption☆11Apr 23, 2019Updated 6 years ago
- Unsupervised Change Detection https://doi.org/10.1016/j.jag.2023.103635☆15Jan 12, 2024Updated 2 years ago
- matlab code for Tomo-PSInSAR☆14Dec 7, 2022Updated 3 years ago
- Keras like network builder for Chainer☆11Oct 22, 2017Updated 8 years ago
- Describes how to comply to the CEOS CARD4L specifications (SAR and Optical) with STAC☆12Oct 17, 2023Updated 2 years ago
- Deep Learning for monitoring and forecasting natural hazards with earth observation data☆14Jul 17, 2023Updated 2 years ago
- ☆10May 25, 2022Updated 3 years ago
- Extract parcel-level Sentinel-1/Sentinel-2 time series from Google Earth Engine☆11Oct 3, 2021Updated 4 years ago
- Forest fire prediction powered by analytics☆15Dec 12, 2022Updated 3 years ago
- Beginners guide to interactive manipulation of satellite data with open cv☆10Jan 15, 2018Updated 8 years ago
- ☆13Mar 28, 2022Updated 3 years ago
- Prepare 30m resolution tree-height map for Nilgiri Bioshphere Reserve using Google Earth Engine. Uses GEDI, Landsat-8, ALOS-PALSAR, Senti…☆14Sep 22, 2023Updated 2 years ago
- ☆11Dec 8, 2022Updated 3 years ago
- ☆10Updated this week
- Here are the codes for the "3DUNetGSFormer: A deep learning pipeline for complex wetland mapping using generative adversarial networks an…☆10Nov 22, 2022Updated 3 years ago
- Automatically create machine learning datasets from satellite images☆44May 5, 2022Updated 3 years ago