Somospie
SOMOSPIE (Soil Moisture Spatial Inference Engine) consists of a Jupyter Notebook and a suite of machine learning methods to process inputs of available coarse-grained soil moisture data at its native spatial resolution. Features include the selection of a geographic region of interest, prediction of missing values across the entire region of interest (i.e., gap-filling), analysis of generated fine-grained predictions, and visualization of both predictions and analyses.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Techniques | 7,795 | 16 days ago | 2 | apache-2.0 | ||||||
| Techniques for deep learning with satellite & aerial imagery | ||||||||||
| Awesome Geospatial | 3,703 | 4 months ago | cc0-1.0 | |||||||
| Long list of geospatial tools and resources | ||||||||||
| Awesome Satellite Imagery Datasets | 3,381 | 2 years ago | mit | |||||||
| 🛰️ List of satellite image training datasets with annotations for computer vision and deep learning | ||||||||||
| Sahi | 3,340 |  | 12 | 4 months ago | 101 | November 05, 2023 | 11 | mit | Python | |
| Framework agnostic sliced/tiled inference + interactive ui + error analysis plots | ||||||||||
| Raster Vision | 1,956 |  | 7 | 4 months ago | 11 | October 17, 2023 | 42 | other | Python | |
| An open source library and framework for deep learning on satellite and aerial imagery. | ||||||||||
| Grass | 725 | 4 months ago | 477 | other | C | |||||
| GRASS GIS - free and open-source geospatial processing engine | ||||||||||
| Change Detection Review | 352 | 3 years ago | 1 | |||||||
| A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges. | ||||||||||
| Eye In The Sky | 248 | 2 years ago | 6 | apache-2.0 | Python | |||||
| Satellite Image Classification using semantic segmentation methods in deep learning | ||||||||||
| Awesome_satellite_benchmark_datasets | 231 | 7 months ago | 1 | Jupyter Notebook | ||||||
| Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided. | ||||||||||
| Geospatial Machine Learning | 196 | 6 years ago | mit | |||||||
| A curated list of resources focused on Machine Learning in Geospatial Data Science. | ||||||||||
Alternatives To SomospieSelect To Compare
Alternative Project Comparisons
Popular Machine Learning Projects
Popular Remote Sensing Projects
Popular Machine Learning Categories
Related Searches
Get A Weekly Email With Trending Projects For These Categories
No Spam. Unsubscribe easily at any time.
Jupyter Notebook
Machine Learning
Remote Sensing