99 Pixels | An Earth Observation Podcast by Stratolia

99 Pixels | An Earth Observation Podcast by Stratolia

By Louis (Co-founder & CEO @ Stratolia)Technology
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99 Pixels | An Earth Observation Podcast by Stratolia episodes

  • Can AI Super-Resolution Satellite Imagery Transform Earth Observation ? Yosef Akhtman (Gamma Earth)

    In this fascinating conversation with Yosef Akhtman from Gamma Earth (https://gamma.earth), we explore the real-world challenges and groundbreaking solutions offered by super-resolution satellite imagery. Learn why current satellite imagery often falls short for farmers and how Gamma Earth's technology provides a powerful new tool for agricultural decision-making and precision farming.

    99 pixels | an Earth Observation podcast by Stratolia

    Chapters

    03:00 The Genesis of Gamma Earth
    08:13 The Importance of High-Resolution Data
    13:37 Understanding the Controversy
    19:01 Training Data Challenges
    23:53 Cloud Mitigation and Calibration
    29:10 Navigating the Earth Observation Landscape
    34:16 Validating Models and True Color Measurement
    38:06 The Startup Dilemma
    43:44 Final Thoughts on the Industry

    Takeaways

    • Yosef has a technical background in remote sensing and earth observation.
    • Gamma Earth focuses on providing high-quality satellite imagery for agricultural applications.
    • There is a significant gap between high-resolution and low-resolution satellite imagery.
    • Super resolution techniques aim to improve the quality of satellite images.
    • Farmers struggle to relate to low-resolution imagery, impacting its adoption.
    • Training data is often the bottleneck in developing effective models.
    • The future of high-resolution satellite data lies in its practical applications.
    • Calibration of satellite data is crucial for accurate analysis.
    • Many startups fail to find economically viable applications for satellite data.
    • The earth observation industry faces challenges in data availability and usability.
    47 min