Exercise with pixel based supervised classification of Sentinel-2 multispectral images in R. Comparing Random Forests, SVM and Neural Networks.
☆21Oct 7, 2022Updated 3 years ago
Alternatives and similar repositories for satellite-image-classification-r
Users that are interested in satellite-image-classification-r are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Colab notebook for land cover mapping and monitoring using Earth Engine☆38Oct 27, 2023Updated 2 years ago
- R 'reticulate' wrapper for `segment-geospatial` 'Python' package for segmenting geospatial data with the ‘Segment Anything Model’ (SAM).☆14May 8, 2023Updated 2 years ago
- A web app and tutorial to get started with 3D web visualizations using ArcGIS API for JavaScript☆18Dec 2, 2022Updated 3 years ago
- infiltrodiscR☆10Jul 10, 2024Updated last year
- ☆11Jun 17, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- CapsNet implementation in keras for R☆12May 8, 2018Updated 7 years ago
- MSResNet: Multi-Scale Residual Network via Self-Supervised Learning for Water-Body Detection in Remote Sensing Imagery☆24Jul 10, 2022Updated 3 years ago
- Extension for rgee☆46Nov 23, 2023Updated 2 years ago
- LINDER (Land use INDexER) is an open-source machine-learning based land use/land cover (LULC) classifier using Sentinel 2 satellite image…☆13Jul 14, 2020Updated 5 years ago
- ☆24Oct 17, 2019Updated 6 years ago
- Cesium wrapper to R☆13Oct 11, 2023Updated 2 years ago
- Notebooks for preprocessing and analysis of Planetscope 4 band data/imagery, using rasterio and fiona.☆10May 21, 2024Updated last year
- List of deep learning models proposed for remote sensing (RS) multi-view data☆15Jun 12, 2025Updated 9 months ago
- Image classification based on SVM. Use Gray level co-occurrence matrix（GLCM） and Histogram of Oriented Gradient (HOG) for image features …☆13Oct 1, 2019Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 📦{ohmyggplot}: An R package for better ggplot2 defaults.☆16Apr 2, 2024Updated last year
- Creating Maps with R☆73Oct 4, 2022Updated 3 years ago
- Simplify the acquisition of remote sensing data☆55Jun 24, 2020Updated 5 years ago
- Repository for all things pre-innovation-summit-training☆10May 9, 2024Updated last year
- LandsatTS is an R package to facilitate retrieval, cleaning, cross-calibration, and phenological modeling of Landsat time-series data.☆32Oct 17, 2024Updated last year
- Random Forest Library In Python Compatible with Scikit-Learn☆14Jun 21, 2021Updated 4 years ago
- ☆21Jan 16, 2026Updated 2 months ago
- classification☆19Sep 27, 2022Updated 3 years ago
- distribution of pycorr with simple functionality☆19Jun 15, 2023Updated 2 years ago
- 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.
- Rmarkdown tutorial on how to generate spatial sampling and how to use resampling methods for ML☆15Sep 22, 2023Updated 2 years ago
- ☆13Mar 31, 2022Updated 3 years ago
- NASAaccess is R package that can generate gridded ascii tables of climate (CIMP5) and weather data (GPM, TRMM, GLDAS) needed to drive var…☆17Feb 25, 2026Updated last month
- rICESat2VegR: An R Package for NASA's Ice, Cloud, and Elevation Satellite (ICESat-2) Data Processing and Visualization for Terrestrial Ap…☆14Mar 1, 2026Updated 3 weeks ago
- Analytical dashboard built in R Shiny App and deployed on the website.☆18Jul 24, 2020Updated 5 years ago
- Material for the session "Introduction to Deep Learning in R for the analysis of UAV-based remote sensing data"☆25Feb 2, 2022Updated 4 years ago
- Mann Kendall Test and Sen's Slope Esitmate on Daily Precipitation Raster Data☆14Aug 2, 2021Updated 4 years ago
- ☆11Jul 30, 2022Updated 3 years ago
- ☆25Mar 1, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- SOMOSPIE (Soil Moisture Spatial Inference Engine) consists of a Jupyter Notebook and a suite of machine learning methods to process input…☆16Sep 16, 2025Updated 6 months ago
- Building a verification system based on the finger vein image is a hard problem since it goes through many steps including vein detection…☆10Jan 6, 2020Updated 6 years ago
- (early development) R tools to search, activate and download satellite imagery from the Planet API.☆45Jan 17, 2023Updated 3 years ago
- GEE code for extracting high-quality remotely sensed data at multiple scales☆16Mar 4, 2026Updated 3 weeks ago
- Drawing isolines and isobands with 'ggplot2'☆49Mar 7, 2019Updated 7 years ago
- Extra functions for 'sf' Simple Features in R☆13Jan 19, 2026Updated 2 months ago
- validates data imports in analysis pipeline☆10Jan 19, 2023Updated 3 years ago