This implementation uses python to seamlessly integrate Sentinel-1 SAR image preparation in GEE with deep learning in Tensorflow for SAR image despeckling.
☆29Sep 24, 2024Updated last year
Alternatives and similar repositories for deSpeckNet-TF-GEE
Users that are interested in deSpeckNet-TF-GEE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- These are a set of scripts to train a deep learning based SAR image despeckling method.☆27Nov 15, 2021Updated 4 years ago
- These are a set of functions to apply a fully convolutional network on a multi-temporal SAR images for semantic segmentation.☆15Jun 14, 2020Updated 6 years ago
- This repo implements a complex-valued multi-stream fully convolutional network for PolSAR data despeckling.☆20Apr 7, 2021Updated 5 years ago
- Creates an analysis ready sentinel-1 SAR image collection in Google Earth Engine by applying additional border noise correction, speckle …☆300Dec 17, 2024Updated last year
- Monthly surface water mapping in Tibet plateau based on deep learning method and Sentinel-1 image.☆15Apr 15, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆12Oct 2, 2020Updated 5 years ago
- R 'reticulate' wrapper for `segment-geospatial` 'Python' package for segmenting geospatial data with the ‘Segment Anything Model’ (SAM).☆14May 8, 2023Updated 3 years ago
- Rmarkdown tutorial on how to generate spatial sampling and how to use resampling methods for ML☆15Sep 22, 2023Updated 2 years ago
- This repo contains the KERAS implementation of "AGSDNet: Attention and Gradient based SAR Denoising Network"☆17Jun 16, 2023Updated 3 years ago
- This repository provides a way to extract water bodies using deep learning methods in GEE.☆37Nov 9, 2022Updated 3 years ago
- [IEEE JSTARS] Official PyTorch Implementation of "SAR Image Despeckling Using Continuous Attention Module"☆41Oct 25, 2023Updated 2 years ago
- Plot-to-map comparison of aboveground biomass workflow☆22Mar 6, 2026Updated 6 months ago
- UWCR Dataset - RADAR MINI (DEPRECATED)☆11Mar 2, 2021Updated 5 years ago
- Monocular depth algorithms for satellite imagery☆16Jun 20, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Jupyter Notebook for SAR flood analysis using Google Earth Engine Python API. 2022 Pakistan floods used as an example.☆11Jan 1, 2024Updated 2 years ago
- 3D-printed, open-source suspended sediment sensor for river network monitoring (prototype 3.0)☆12Oct 10, 2023Updated 2 years ago
- Readers for the data from the International Soil Moisture Network☆49Updated this week
- Collection of tools developed by GOST team for extracting information from SAR data☆26Apr 22, 2026Updated 4 months ago
- A Quick-look processor for ISAR imaging of sea vessels☆12Jun 17, 2025Updated last year
- Analyze low-cost GNSS data for reflectometry using MATLAB OR PYTHON☆14Mar 5, 2025Updated last year
- The topics discussed in the Machine Learning SIG group.☆11Feb 11, 2026Updated 6 months ago
- Enhancement of MODIS NIDVI to 10m resolution using U-Net☆30Apr 26, 2023Updated 3 years ago
- A set of scripits that use the Google Earth Engine pyhton API for the automatic creation of datasets for AI applications.☆19Jun 3, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆13Aug 7, 2022Updated 4 years ago
- Modelling and forecasting deforestation in the tropics☆30Dec 4, 2023Updated 2 years ago
- ☆89Nov 4, 2021Updated 4 years ago
- Repository for Brewing Stronger Features: Dual-Teacher Distillation for Multispectral Earth Observation [CVPR 2026 Highlight].☆26Apr 22, 2026Updated 4 months ago
- A machine learning approach to soil moisture estimation using NASA's CYGNSS data.☆16Dec 19, 2021Updated 4 years ago
- Set of Matlab scripts to process GPS L1 C/A reflected signals from CYGNSS Level 1 Raw Intermediate Frequency Data Records.☆20Nov 9, 2023Updated 2 years ago
- Disposable micro blogging platform using Flask and ReactJS, deployed on AWS☆11Feb 22, 2024Updated 2 years ago
- SAR image despeckling through convolutional neural networks☆52Oct 18, 2020Updated 5 years ago
- Code for reproducing most of the results in the paper[A Generalized Gaussian Coherent Scatterer Model for Correlated SAR Texture]☆13Nov 28, 2019Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A 0.6-meter resolution canopy height model for the contiguous United States using NAIP imagery.☆29Jun 12, 2026Updated 2 months ago
- This Keras code is for the paper A. Jamali, Ali and Roy, Swalpa Kumar and Hong, Danfeng and Atkinson, Peter M and Ghamisi, Pedram, "[Spat…☆11Jan 22, 2024Updated 2 years ago
- Set of tools to apply the probabilistic approach of Reiche et al. (2015, 2018) to combine multiple optical and/or Radar satellite time se…☆28Feb 1, 2022Updated 4 years ago
- SAR Image Despeckling by Deep Neural Networks: from a pre-trained model to an end-to-end training strategy - Notebook implementation usab…☆21May 6, 2021Updated 5 years ago
- code for paper Kefi et al on spatial indicators☆15Dec 16, 2021Updated 4 years ago
- This repository contains a Jupyter Notebook for automatic flood extent mapping using space-based information.☆24Feb 21, 2023Updated 3 years ago
- ☆12Nov 24, 2025Updated 9 months ago