Earth Observation dataset preprocessing tools for Deep Learning
☆39Feb 6, 2026Updated 7 months ago
Alternatives and similar repositories for eo4ai
Users that are interested in eo4ai are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep learning for Earth Observation☆54Feb 9, 2026Updated 7 months ago
- Interactive Continual Semantic Segmentation☆12Apr 13, 2022Updated 4 years ago
- Intended for an AMLD 2024 workshop.☆21Mar 28, 2024Updated 2 years ago
- A simple baseline for the 2022 IEEE GRSS Data Fusion Contest (DFC2022)☆32Jan 13, 2022Updated 4 years ago
- Buteo - Geospatial Analysis Meets AI☆28Jan 30, 2026Updated 7 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Automated pre-processing of Sentinel 1 (satellite radar imagery)☆14May 29, 2018Updated 8 years ago
- Sensor Independent Cloud and Shadow Masking with Ambiguous Labels and Multimodal Inputs☆46Sep 24, 2024Updated 2 years ago
- High-level functionality for the inventory, download and pre-processing of Sentinel-1 data in the python language.☆248Feb 4, 2026Updated 7 months ago
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆18May 2, 2025Updated last year
- A module to programmatically create geotiff images which can be used for unit tests☆28Aug 20, 2024Updated 2 years ago
- [RSE 2024] 🍿POPCORN: High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2 🌍🛰️☆47Jan 22, 2026Updated 8 months ago
- Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.☆170Sep 14, 2026Updated last week
- Pytorch dataloader and pytorch lightning datamodule for Earth Observation imagery☆15Apr 7, 2022Updated 4 years ago
- Materials for the USGS "Deep Learning for Image Classification and Segmentation" CDI workshop, 2020☆17Oct 26, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆14Oct 9, 2022Updated 3 years ago
- This is an collection of blog posts turned into a course format☆87Jan 3, 2020Updated 6 years ago
- A dataset plugin for climetlab for the dataset maelstrom-a1☆12Oct 25, 2023Updated 2 years ago
- Set of tools to apply the probabilistic approach of Reiche et al. (2015, 2018) to combine multiple optical and/or Radar satellite time se…☆28Feb 1, 2022Updated 4 years ago
- Short course on interactive analysis of Big Earth Data with Jupyter Notebooks☆31Apr 10, 2019Updated 7 years ago
- Logistic map and bifurcation diagrams in Python and Jupyter☆12Nov 7, 2018Updated 7 years ago
- Spatial Spectral Machine Learning☆14Oct 15, 2025Updated 11 months ago
- Code accompanying our IARAI Weather4cast Challenge☆50Mar 29, 2022Updated 4 years ago
- DeepSentinel: a sentinel-1 and -2 self-supervised sensor fusion model for general purpose semantic embedding☆50Sep 20, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Style-based GAN for geophysical fields☆13May 7, 2020Updated 6 years ago
- Python for Raw Sentinel-2 data (PyRawS) is an open-source software providing utilities to open and process Sentinel 2 RAW data, which cor…☆93Feb 9, 2026Updated 7 months ago
- Go benchmarks☆13Apr 26, 2019Updated 7 years ago
- Download data from NASA's Harmonized Landsat and Sentinel-2 project.☆25Aug 23, 2020Updated 6 years ago
- Automatically create machine learning datasets from satellite images☆43May 5, 2022Updated 4 years ago
- Introductory course on Deep Learning for Ocean and Atmosphere Dynamics☆10Feb 25, 2026Updated 6 months ago
- Code for "OnlyPlanes: Incrementally Tuning Synthetic Training Datasets for Satellite Object Detection"☆12Oct 24, 2022Updated 3 years ago
- ☆14Jan 30, 2019Updated 7 years ago
- Python tools and GUI for analysis (target detection, PCA, material identification, library management) involving spectral images.☆15Oct 15, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A repo for the analysis in the paper "Satellite mapping reveals extensive undisclosed industrial activity at sea"☆44Jun 6, 2024Updated 2 years ago
- SMARTIES: Spectrum-Aware Multi-Sensor Auto-Encoder for Remote Sensing Images (ICCV 2025)☆25Jul 8, 2025Updated last year
- This repository contains code for extracting the glacier outlines in high spatial resolution remote sensing using deep learning.☆15May 8, 2023Updated 3 years ago
- ☆13Aug 18, 2015Updated 11 years ago
- Resources for the IGARSS 2024 Tutorial "Data-Efficient Deep Learning for EO"☆10Jul 5, 2024Updated 2 years ago
- Simple STAC Catalogs discovery tool.☆26Mar 26, 2025Updated last year
- Experimental: connect ChatGPT to a STAC API backend☆53Apr 18, 2023Updated 3 years ago