Source code and files mentioned in the medium post titled "Is CNN equally shiny on mid-resolution satellite data?" available at https://towardsdatascience.com/is-cnn-equally-shiny-on-mid-resolution-satellite-data-9e24e68f0c08
☆49Aug 29, 2021Updated 4 years ago
Alternatives and similar repositories for Landsat-Classification-Using-Convolution-Neural-Network
Users that are interested in Landsat-Classification-Using-Convolution-Neural-Network are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- All the files mentioned in the article on Towards Data Science Neural Network for Landsat Classification Using Tensorflow in Python | A s…☆72Sep 21, 2020Updated 5 years ago
- ☆52Oct 20, 2023Updated 2 years ago
- Detecting region lithology using deep learning and remote sensing☆13Feb 13, 2022Updated 4 years ago
- Semantic segmentation for remote sensing images☆22Jun 23, 2021Updated 4 years ago
- Hyperspectral remote sensing image classification based on deep learning☆23Oct 5, 2018Updated 7 years ago
- Google Earth Engine Automated Annual Mapping of Irrigated Lands☆12Dec 18, 2025Updated 3 months ago
- This repository cointains the source code of the 'pyrsgis' Python package.☆35Sep 20, 2025Updated 6 months ago
- CMIP6 climate data extraction and treatment by multi-polygon shapefile using ESGF NetCDF and WORLDCLIM datasets☆11Sep 25, 2021Updated 4 years ago
- Modis land surface temperature image downscaling using NDVI as a predictor with random forest regression☆26Mar 27, 2022Updated 3 years ago
- Semantic segmentation of remote sensing images.☆10Apr 27, 2019Updated 6 years ago
- This repository contains all the codes and data for semantic geologic segmentation of Landsat 8 images☆19Jun 13, 2018Updated 7 years ago
- GEE flood algorithm as described in DeVries et al., Remote Sensing of Environment (2020)☆45Dec 2, 2020Updated 5 years ago
- Geothermal drilling R.O.P using machine learning and deep learning☆13Mar 30, 2021Updated 4 years ago
- Notebook for the GRASS GIS for remote sensing data processing and analysis workshop at FOSS4G 2022 in Florence☆24Sep 12, 2022Updated 3 years ago
- A Python package that allows for the processing of remote sensing images and GIS data.☆40Feb 15, 2026Updated last month
- Tools and Earth Engine apps to interact with the outputs from the CCDC algorithm☆86Jun 2, 2023Updated 2 years ago
- An ENVI Extension Aimed at Processing Imageries Taken by Chinese GaoFen Optical Satellites, Including GaoFen-1, GaoFen-2, GaoFen-4 and Ga…☆16Feb 17, 2020Updated 6 years ago
- Automated label production model and crop classification model based on GEDI data built on GEE (Google Earth Engine),☆16Dec 20, 2023Updated 2 years ago
- Label-Pixels is the tool for semantic segmentation of remote sensing images using Fully Convolutional Networks. Initially, it is designed…☆73Nov 7, 2022Updated 3 years ago
- Spatial interpolation of point Tair data from private weather stations using a Random Forest model with satellite and other predictor dat…☆12Jan 5, 2022Updated 4 years ago
- Scikit-learn applied to mapping and spatial prediction☆59Feb 2, 2026Updated last month
- Codebase for land cover classification with U-Net☆25Dec 20, 2018Updated 7 years ago
- A lightweight Python package for interactive mapping with Earth Engine and folium☆28Sep 7, 2023Updated 2 years ago
- Random Forest classification of remote sensing data with R☆10Apr 5, 2018Updated 7 years ago
- GEE script collection from my works☆13Jul 30, 2025Updated 7 months ago
- Conformal prediction for Google Earth Engine☆21Jul 22, 2025Updated 8 months ago
- A small wrapper for visualizing street networks and making artistic maps with OpenStreetMap and Networkx☆15Jun 18, 2024Updated last year
- 2021全国数字生态创新大赛-智能算法☆77Mar 3, 2021Updated 5 years ago
- A GitHub repository for the TensorFlow Training held in Peru (August 8th-11th)☆23Jan 8, 2025Updated last year
- Conviertete en un especialista en Google Earth Engine☆40Mar 30, 2021Updated 4 years ago
- ☆15Mar 31, 2023Updated 2 years ago
- Google Earth Engine function to compute Temperature-Vegetation Dryness Index (TVDI)☆18Apr 14, 2025Updated 11 months ago
- A tool for CNN multiclass classification based on hyperspectral aerial data.☆19May 29, 2019Updated 6 years ago
- OpenTopography has recently converted its entire global dataset collection to COGs. This notebook example highlights the power of Cloud O…☆44Sep 29, 2025Updated 5 months ago
- A Shiny GUI for Spatial Interpolation☆12Jul 10, 2024Updated last year
- ☆46May 10, 2021Updated 4 years ago
- A Colab notebook for land cover mapping and monitoring using Earth Engine☆38Oct 27, 2023Updated 2 years ago
- Python machine learning to classify forest/trees (vegetation) in multispectral, panchromatic satellite imagery.☆16May 7, 2023Updated 2 years ago
- Analyzing telemetry data in R☆23Sep 24, 2023Updated 2 years ago