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<h3>AI for the Andes</h3> | ||
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<title>AI For Ecological Monitoring</title> | ||
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<h3>AI para los Andes</h3> | ||
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<h1>AI for Ecological Monitoring in the Andes</h1> | ||
<p>A workshop for Colombian and Ecuadorian researchers, scientists, and students</p> | ||
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Learning the latest in machine learning tools for biodiversity science and remote monitoring using camera traps, audio recorders and airborne imagery. | ||
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<h2>Our Mission</h2> | ||
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<h3>Local Involvement</h3> | ||
<p>We will involve local researchers, scientists, and students in the development of the course materials and the workshop.</p> | ||
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<h3>Best Practices</h3> | ||
<p>We will share best practices for working with ecological sensors and machine learning tools.</p> | ||
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<h3>Open Science</h3> | ||
<p>We will share all course materials online under open source licenses.</p> | ||
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<h3>Networking</h3> | ||
<p>We will bring together researchers, scientists, and students to share knowledge and collaborate on projects.</p> | ||
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<h3>What can AI do for biodiversity monitoring?</h3> | ||
<p>Artificial intelligence can predict the location, abundance and behavior of biodiversity within imagery at unprecedented scales.</p> | ||
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<h3>How to annotate data for machine learning?</h3> | ||
<p>Using label studio, we will review detection, classification and segmentation tasks.</p> | ||
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<h3>How to track machine learning experiments?</h3> | ||
<p>We will review how to record and manage machine learning research using comet-ml and github.</p> | ||
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<span class="opener">Course Materials</span> | ||
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<li><a href="#">Lectures</a></li> | ||
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<a href="#" class="image"><img src="../images/orinoquia-thumb-web.jpg" alt="" /></a> | ||
<p>Processing camera trap data with deep learning using MegaDetector</p> | ||
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<a href="#" class="image"><img src="../images/Ulloa_soundscape.png" alt="" /></a> | ||
<p>Capturing biodiversity data with audio recorders (Ulloa et al. 2024)</p> | ||
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<a href="#" class="image"><img src="../images/storks.png" alt="" /></a> | ||
<p>Monitoring large areas with airborne remote sensing</p> | ||
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<h2>Get in touch</h2> | ||
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<p>This workshop is organized by the Weecology Lab at the University of Florida, the University of Antioquia, and Universidad Central, Colombia</p> | ||
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<li class="icon solid fa-envelope"><a href="#">[email protected]</a></li> | ||
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