wherobots / GeoTorchAI
GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale
☆484Updated last year
Related projects ⓘ
Alternatives and complementary repositories for GeoTorchAI
- This repository contains examples of fine-tuning Harmonized Landsat and Sentinel-2 (HLS) Prithvi foundation model.☆319Updated 8 months ago
- A Python package for installing commonly used packages for geospatial analysis and data visualization with only one command.☆364Updated this week
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆188Updated 6 months ago
- This is a lightweight web-interface for creating and sharing vector annotations over satellite/aerial imagery scenes.☆261Updated last month
- A geospatial raster processing library for machine learning☆123Updated last year
- This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellit…☆240Updated last month
- Tool to convert geopandas vector data into rasterized xarray data.☆343Updated this week
- An Xarray extension for Google Earth Engine☆256Updated this week
- A Python package for Remote Sensing Data Analysis☆188Updated last month
- Spatial Representations for Artificial Intelligence - a Python library toolkit for geospatial machine learning focused on creating embedd…☆219Updated 2 weeks ago
- AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.☆192Updated last month
- Parallel GeoPandas with Dask☆506Updated this week
- Image segmentations of trees outside forest☆161Updated 3 months ago
- An ecosystem of data, models and code pipelines to tackle flooding with ML🌊☆139Updated last month
- Awesome Spectral Indices in Python.☆190Updated 3 months ago
- A python package that extends Google Earth Engine.☆418Updated this week
- pyGIS is an online textbook covering all the core geospatial functionality available in Python. This includes handling vector and raster …☆170Updated last week
- The official repository for the EuroCrops dataset.☆172Updated last week
- 🌐 dynamic tile server for visualizing rasters in Jupyter with ipyleaflet or folium☆304Updated last week
- geospatial xarray extension powered by rasterio☆528Updated this week
- ☆174Updated last year
- A collection of solara web apps for geospatial applications☆119Updated last year
- A Python package for installing commonly used packages for geospatial analysis and machine learning with only one command.☆137Updated last month
- Download and access remote sensing data from any platform☆154Updated last year
- A list of open geospatial datasets on AWS☆279Updated this week
- Earth observation tools for Meta AI Segment Anything☆406Updated last year
- A Python package for delineating nested surface depressions from digital elevation data.☆250Updated last month
- Core components of Python Spatial Analysis Library☆267Updated this week
- Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in…☆288Updated this week
- A QGIS plugin tool using Segment Anything Model (SAM) to accelerate segmenting or delineating landforms in geospatial raster images.☆241Updated 4 months ago