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.☆72Updated 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☆☆21Updated last year
- Repository for the paper "Deep Learning for Rapid Landslide Detection using Synthetic Aperture Radar (SAR) Datacubes"☆43Updated last year
- ☆42Updated 6 months ago
- Cloud masking for Landsat-8 & Sentinel-2☆36Updated 3 years ago
- Repository associated with the paper: Multi-Temporal Polarimetric SAR (MT-PolSAR) Change Detection For Crop Monitoring And Crop Type Clas…☆15Updated 3 years ago
- ☆36Updated 2 years ago
- ☆42Updated 2 years ago
- Satellite cloud removal with Deep Image Prior.☆69Updated last year
- Code and data for Kuro Siwo flood mapping dataset☆72Updated 3 months ago
- ☆19Updated 3 years ago
- This implementation uses python to seamlessly integrate Sentinel-1 SAR image preparation in GEE with deep learning in Tensorflow for SAR …☆29Updated last year
- Generating seamless global daily AMSR2 soil moisture (SGD-SM) long-term products for the years 2013–2019☆29Updated 3 years ago
- SEN12-FLOOD Dataset☆34Updated 5 years ago
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆43Updated 2 years ago
- Open Satellite Image Cloud Detection Resources (Datasets and Tools)☆82Updated last year
- A QGIS plugin to generate polarimetric SAR descriptors.☆40Updated 2 months ago
- Here are the codes for the "WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping" paper.☆22Updated 2 years ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆91Updated 2 years ago
- Official implementation of "DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic c…☆66Updated 4 years ago
- This repo is the solution for landslide4Sense challenge.☆55Updated 3 years ago
- In this repository, we provide all the used scripts to create Sentinel2GlobalLULC Dataset and explain each step of their usage. All prese…☆15Updated 4 years ago
- CD algorithms available in cloudSEN12☆21Updated 3 years ago
- Crop type mapping of small holder farms in Ghana, and South Sudan☆92Updated 3 years ago
- This repo implements a complex-valued multi-stream fully convolutional network for PolSAR data despeckling.☆20Updated 4 years ago
- ☆52Updated 2 years ago
- ☆34Updated last year
- STURM-Flood dataset repository☆16Updated 8 months ago
- [RSE] Unsupervised domain adaptation for global urban extraction using Sentinel-1 SAR and Sentinel-2 MSI data☆30Updated 2 years ago
- ☆33Updated 4 years ago