iamtekson / DL-for-LULC-prediction
This is the ResNet50 implementation of the Eurosat dataset.
☆17Updated 3 years ago
Alternatives and similar repositories for DL-for-LULC-prediction:
Users that are interested in DL-for-LULC-prediction are comparing it to the libraries listed below
- Source code and files mentioned in the medium post titled "Is CNN equally shiny on mid-resolution satellite data?" available at https://t…☆49Updated 3 years ago
- Translating Landsat 8 to Sentinel-2 using a GAN☆23Updated 4 years ago
- Sentinel 1 pipeline using SNAP GPT 7.0☆38Updated 2 years ago
- ML Flood Finder Package from Sentinel 1 (SAR) Imagery☆30Updated 9 months ago
- Analysis of Sentinel-2 satellite images using Google Earth Engine☆25Updated last month
- ☆39Updated 2 years ago
- Object-based Image Analysis (OBIA)☆24Updated 2 years ago
- This repository provides a way to extract water bodies using deep learning methods in GEE.☆32Updated 2 years ago
- Code for journal paper "Deep Learning for Land Cover Change Detection".☆38Updated 4 years ago
- Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches …☆89Updated last year
- ☆40Updated 3 years ago
- Downloader for GEE S2 bands☆42Updated last year
- This repo is the solution for landslide4Sense challenge.☆44Updated 2 years ago
- ☆13Updated 3 years ago
- Codebase for land cover classification with U-Net☆19Updated 6 years ago
- This Keras code is for the paper Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery☆☆16Updated last year
- Application of deep learning for earth observation.☆110Updated 11 months ago
- GEE flood algorithm as described in DeVries et al., Remote Sensing of Environment (2020)☆42Updated 4 years ago
- NGA Deep Learning☆27Updated 3 years ago
- Sentinel-1 image pre-processing using snappy.☆93Updated 3 years ago
- Batch shoreline extraction toolkit for PlanetScope Dove satellite imagery☆51Updated 3 weeks ago
- A tutorial for creating a gif that displays the land surface temperature (LST) for a selected part of a city, alongside an optical image …☆13Updated 2 years ago
- ☆40Updated last year
- List of datasets and codes for remote sensing LULC applications.☆44Updated 8 months ago
- It contains Google Earth Engine codes (JavaScript API) to process Sentinel-1 and Landsat 8 images to compute SAR and optical vegetation i…☆32Updated 9 months ago
- A community-driven effort to make examples, user-defined processes and code snippets available in a single place.☆44Updated this week
- The CCD-Plugin uses Google Earth Engine to get Landsat or Sentinel2 datasets and run the Continuous Change Detection (CCDC) algorithm to…☆43Updated 6 months ago
- A Spatio-temporal Framework for Soil Property Prediction with Digital Soil Mapping (DSM)☆43Updated 7 months ago
- Object-based land cover classification with Support Vector Machine for Google Earth Engine☆33Updated 6 years ago
- Calculate floodwater depth based on an inundation polygon (e.g. from remote sensing) and a DEM. See: http://csdms.colorado.edu/wiki/Model…☆63Updated 11 months ago