--- title: AI for Earth Observation Innovations | Earthpulse image: //www.earthpulse.ai/hubfs/raw_assets/public/earthpulse/images/social-share.jpg description: Discover open-source AI solutions for Earth Observation from Earthpulse Labs, empowering researchers and scientists with innovative tools and methodologies to tackle real-world challenges. --- [Skip to content](https://www.earthpulse.ai/earthpulse-labs#main-content) Toggle navigation [Earthpulse](https://www.earthpulse.ai/) [search](https://www.earthpulse.ai/hs-search-results) - [Solutions](https://www.earthpulse.ai/solutions) - [Strategic](https://www.earthpulse.ai/solutions/strategic-intelligence) - [Operational](https://www.earthpulse.ai/solutions/operation-intelligence) - [Compliance](https://www.earthpulse.ai/solutions/compliance-through-satellite) - [Pulses](https://www.earthpulse.ai/solutions/pulses) - [Solutions Catalogue](https://www.earthpulse.ai/solutions-catalogue) - Products - [SPAI](https://www.earthpulse.ai/products/spai) - [Earthpulse! 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Our work is rooted in rigour, backed by the ESA, and designed to keep us — and the field — at the cutting edge of AI4EO. ## EOTDL The European Space Agency’s (ESA) [Earth Observation Training Data Lab (EOTDL)](https://www.eotdl.com/) is a repository of training datasets and Machine Learning models for Earth Observation, available in open source. **Earthpulse Labs** regularly contributes open-source AI Earth Observation applications, algorithms, tools, and solutions. Want to get hands-on with our applications through the EOTDL? [graph\_7 Discover EOTDL graph\_7](https://www.eotdl.com/) ![LinkedIn post Landscape image (1)](https://www.earthpulse.ai/hs-fs/hubfs/LinkedIn%20post%20Landscape%20image%20(1).png?noresize&width=600&height=314&name=LinkedIn%20post%20Landscape%20image%20(1).png) ## AI4EO Challenges The ESA [AI4EO Challenges platform](https://platform.ai4eo.eu/)presents a great opportunity for Data Scientists, ML Engineers and Earth Observation experts to showcase their skills and contribute to the Earth Observation community by solving real-world problems while earning prizes. Interested in taking part in our next AI4EO Challenge? Check out what’s coming up. [graph\_7 Discover Challenges graph\_7](https://challenges.philab.esa.int/) ![LinkedIn post Landscape image](https://www.earthpulse.ai/hs-fs/hubfs/LinkedIn%20post%20Landscape%20image.png?noresize&width=600&height=314&name=LinkedIn%20post%20Landscape%20image.png) ## AI4EO Innovation AI4EO resources from **Earthpulse Labs**. ## [![SCANEO logo-1](https://www.earthpulse.ai/hs-fs/hubfs/SCANEO%20logo-1.png?noresize&width=400&height=250&name=SCANEO%20logo-1.png) SCANEO SCANEO (Satellite Collaborative Annotation tool for EO) is an open-source annotation tool for EO data that leverages Active Learning to provide assisted labelling, lowering annotation costs and saving time.](https://github.com/earthpulse/scaneo) ## [![Website components - little cards](https://www.earthpulse.ai/hs-fs/hubfs/Website%20components%20-%20little%20cards.png?noresize&width=106&height=76&name=Website%20components%20-%20little%20cards.png) PytorchEO PytorchEO  isa training library available via Pytorch and Pytorch Lightning. PytorchEO facilitates the development of Deep Learning algorithms for Earth Observation by making satellite insightseasily applicable to real-world use cases and research.](https://github.com/earthpulse/pytorchEO) arrow\_back arrow\_forward ## Job Opportunities Thinking about a career in data science or EO? Get in touch with us today. [arrow\_right\_alt Careers arrow\_right\_alt](mailto:career@earthpulse.ai) ## Get in touch Get in touch to see how we can help you anticipate today’s risks and discover tomorrow’s value. 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