notebooks on deep learning for satellite imagery
☆15Nov 10, 2018Updated 7 years ago
Alternatives and similar repositories for deep-learning-notebooks
Users that are interested in deep-learning-notebooks are comparing it to the libraries listed below
Sorting:
- ML pipeline to classify crop types with multi-spectral and multi-temporal EO data☆20Nov 12, 2018Updated 7 years ago
- Project template for Python projects☆21May 22, 2022Updated 3 years ago
- Building segmentation in satellite images based on DeeplabV3+☆14Jun 18, 2019Updated 6 years ago
- Scalable arbitrary analysis on COGs☆27Jul 22, 2024Updated last year
- ML Enabler - machine learning interaction tools in the browser☆31Mar 15, 2023Updated 2 years ago
- ☆17Nov 6, 2019Updated 6 years ago
- An easier way to use CloudFormation on AWS☆11Sep 14, 2020Updated 5 years ago
- Scripts for setting up the SpaceNet dataset for training a SegNet model☆43Oct 7, 2016Updated 9 years ago
- A module to programmatically create geotiff images which can be used for unit tests☆28Aug 20, 2024Updated last year
- 🔧 Train off-the-shelf machine learning models in one line of code☆12Mar 12, 2021Updated 4 years ago
- Describes raster assets at band level (one or multiple) with specific information such as data type, unit, number of bits used, nodata.☆19Nov 24, 2025Updated 3 months ago
- Pydantic data models for the STAC spec☆81Feb 11, 2026Updated 2 weeks ago
- Tutorial describing how to run SAM2 on a geotiff-file and export the resulting masks to a georeferenced geopackage vector file☆20Dec 8, 2025Updated 2 months ago
- Code and models for the manuscript "Predicting Poverty and Developmental Statistics from Satellite Images using Multi-task Deep Learning"☆37May 4, 2018Updated 7 years ago
- Simple python module to read Sentinel 2 metadata from SAFE☆18Oct 5, 2017Updated 8 years ago
- ☆19Jan 26, 2021Updated 5 years ago
- Multiarchitecture Docker Containers for Python using Gunicorn and Uvicorn☆17Feb 16, 2026Updated 2 weeks ago
- Landsat 8 QA band CLI tool and python lib☆21Mar 24, 2023Updated 2 years ago
- ☆24Nov 6, 2020Updated 5 years ago
- Geospatial ML Model Catalog Spec☆52Feb 15, 2022Updated 4 years ago
- Download data from NASA's Harmonized Landsat and Sentinel-2 project.☆23Aug 23, 2020Updated 5 years ago
- SegNet-like network implemented in TensorFlow to use for segmenting aerial images☆101Oct 8, 2018Updated 7 years ago
- React components and hooks for building STAC-API front-ends☆31Dec 19, 2025Updated 2 months ago
- ML pipeline tutorials for OSM labels to AWS Sagemaker☆26May 22, 2023Updated 2 years ago
- A viewer for Cloud Optimized GeoTiffs, based on Openlayers☆67May 10, 2018Updated 7 years ago
- Validate and convert GeoJSON<>GeoParquet...without GDAL!☆34Feb 21, 2024Updated 2 years ago
- Reverse proxy to mediate communication between a client and an internally accessible STAC API in order to provide a flexible authenticati…☆38Feb 21, 2026Updated last week
- Simple Cloud Optimized GeoTIFF viewer.☆29Sep 25, 2025Updated 5 months ago
- One API to search public satellites metadata on AWS☆178Jul 28, 2020Updated 5 years ago
- Notebooks and documentation for AI-for-Earth-managed datasets on Azure☆312Dec 17, 2024Updated last year
- Summary statistics of geospatial raster datasets based on vector geometries.☆555Nov 17, 2025Updated 3 months ago
- A tool for running deep learning algorithms for semantic segmentation with satellite imagery☆81Mar 24, 2023Updated 2 years ago
- Asynchronous cogeotiff reader☆76Jul 2, 2021Updated 4 years ago
- No more excuse for not sharing your data!☆32Apr 13, 2023Updated 2 years ago
- [WIP] Multispectral processing on geospatial raster data☆35Dec 5, 2016Updated 9 years ago
- Tools and guidance for estimating map accuracy and area on the Google Earth Engine☆35Sep 14, 2020Updated 5 years ago
- OGC API - Tiles draft specification☆42Jan 26, 2024Updated 2 years ago
- Satellites in Global Development☆36Apr 22, 2024Updated last year
- ☆36Mar 31, 2022Updated 3 years ago