wherobots / GeoTorchAILinks
GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale
☆505Updated last year
Alternatives and similar repositories for GeoTorchAI
Users that are interested in GeoTorchAI are comparing it to the libraries listed below
Sorting:
- This is a lightweight web-interface for creating and sharing vector annotations over satellite/aerial imagery scenes.☆280Updated 9 months ago
- A Python package for installing commonly used packages for geospatial analysis and data visualization with only one command.☆392Updated 2 months ago
- This repository contains examples of fine-tuning Harmonized Landsat and Sentinel-2 (HLS) Prithvi foundation model.☆363Updated 3 weeks ago
- AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.☆201Updated 5 months ago
- A geospatial raster processing library for machine learning☆124Updated last year
- A Python package for installing commonly used packages for geospatial analysis and machine learning with only one command.☆145Updated 6 months ago
- A Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).☆543Updated this week
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆240Updated last month
- A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, NASA CMR, and STAC Index☆575Updated this week
- Spatial Representations for Artificial Intelligence - a Python library toolkit for geospatial machine learning focused on creating embedd…☆296Updated last week
- Examples of using the Planetary Computer☆422Updated 3 months ago
- This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellit…☆294Updated last month
- PDFM Embeddings: location-based vectors for geo-spatial analysis.☆296Updated 2 months ago
- ☆187Updated 2 years ago
- An ecosystem of data, models and code pipelines to tackle flooding with ML🌊☆161Updated this week
- The WorldStrat Dataset☆257Updated last year
- The Clay Foundation Model - An open source AI model and interface for Earth☆476Updated last month
- The Maxar Open Data STAC Catalog in CSV, GeoJSON, and MosaicJSON formats☆268Updated 3 weeks ago
- Awesome Spectral Indices in Python.☆221Updated last week
- TorchSpatial offers a comprehensive framework and benchmark suite designed to advance Spatial Representation Learning (SRL).☆147Updated 3 months ago
- This repository provides inference code to compute canopy height maps from aerial images, as described in the paper "Very high resolution…☆290Updated 4 months ago
- Tool to convert geopandas vector data into rasterized xarray data.☆367Updated 6 months ago
- PyTorch implementation of SatCLIP☆310Updated 2 months ago
- The official repository for the EuroCrops dataset.☆194Updated 3 weeks ago
- 🌳 A curated list of ground-truth forest datasets for the machine learning and forestry community.☆326Updated last week
- A list of open geospatial datasets on AWS☆292Updated this week
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆171Updated last year
- An Xarray extension for Google Earth Engine☆301Updated 3 weeks ago
- pyGIS is an online textbook covering all the core geospatial functionality available in Python. This includes handling vector and raster …☆188Updated 3 weeks ago
- Road network extraction from satellite imagery, with speed and travel time estimates☆194Updated 2 years ago