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#ai4good

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Dan Stowell<p>Just launched: the BioDCASE challenge! Monitor whales, birds and other animals, through their sounds? We're publishing new datasets, and new evaluations, to help you do so! Please join this new challenge, and please spread the word: <a href="https://biodcase.github.io/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">biodcase.github.io/</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/bioacoustics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bioacoustics</span></a> <a href="https://mastodon.social/tags/machinelistening" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>machinelistening</span></a> <a href="https://mastodon.social/tags/ai4good" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ai4good</span></a></p>
Dan Stowell<p>Come and work with us! Be a Postdoctoral Fellow in AI for Ultrasonic Bioacoustic Monitoring! All the details: <a href="https://www.naturalis.nl/en/about-us/job-opportunities/postdoctoral-fellow-in-ai-for-ultrasonic-bioacoustic-monitoring" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">naturalis.nl/en/about-us/job-o</span><span class="invisible">pportunities/postdoctoral-fellow-in-ai-for-ultrasonic-bioacoustic-monitoring</span></a> <a href="https://mastodon.social/tags/academicjobs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>academicjobs</span></a> <a href="https://mastodon.social/tags/postdoc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>postdoc</span></a> <a href="https://mastodon.social/tags/PDRA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PDRA</span></a> <a href="https://mastodon.social/tags/netherlands" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>netherlands</span></a> <a href="https://mastodon.social/tags/biodiversity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biodiversity</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/AI4good" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI4good</span></a> <a href="https://mastodon.social/tags/signalprocessing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>signalprocessing</span></a></p>
Dan Stowell<p>We'll be <a href="https://mastodon.social/tags/hiring" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>hiring</span></a> very soon for a <a href="https://mastodon.social/tags/postdoc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>postdoc</span></a> in bioacoustics and AI. Watch for the announcement! Feel free to get in touch. <a href="https://mastodon.social/tags/AI4good" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI4good</span></a> <a href="https://mastodon.social/tags/bioacoustics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bioacoustics</span></a> <a href="https://mastodon.social/tags/deeplearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>deeplearning</span></a> <a href="https://mastodon.social/tags/netherlands" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>netherlands</span></a> <a href="https://mastodon.social/tags/academicjobs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>academicjobs</span></a></p>
Dan Stowell<p>Launching: BioDCASE - the Bioacoustics Data Challenge! <a href="https://biodcase.github.io/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">biodcase.github.io/</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/DCASE" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DCASE</span></a> <a href="https://mastodon.social/tags/DCASE2025" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DCASE2025</span></a> <a href="https://mastodon.social/tags/DCLDE" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DCLDE</span></a> <a href="https://mastodon.social/tags/bioacoustics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bioacoustics</span></a> <a href="https://mastodon.social/tags/ai4good" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ai4good</span></a></p>
Dan Stowell<p>I'm pleased to share this, a preprint of our first work on predicting electrical grids using graph neural networks: "Enhanced Load Forecasting with GAT-LSTM: Leveraging Grid and Temporal Features" led by Ugochukwu Orji <a href="https://arxiv.org/abs/2502.08376" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">arxiv.org/abs/2502.08376</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/ai4good" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ai4good</span></a> <a href="https://mastodon.social/tags/forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>forecasting</span></a> <a href="https://mastodon.social/tags/GNN" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GNN</span></a> <a href="https://mastodon.social/tags/electricalgrid" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>electricalgrid</span></a></p>
Marcos Dione<p>Second: A CAPTCHA to train a building detector for <a href="https://en.osm.town/tags/OpenStreetMap" class="mention hashtag" rel="tag">#<span>OpenStreetMap</span></a> by <span class="h-card" translate="no"><a href="https://en.osm.town/@ciupava" class="u-url mention">@<span>ciupava</span></a></span>:</p><p><a href="https://fosdem.org/2025/schedule/event/fosdem-2025-5879-maptcha-the-open-source-captcha-that-improves-openstreetmap/" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://</span><span class="ellipsis">fosdem.org/2025/schedule/event</span><span class="invisible">/fosdem-2025-5879-maptcha-the-open-source-captcha-that-improves-openstreetmap/</span></a></p><p><a href="https://en.osm.town/tags/FOSDEM" class="mention hashtag" rel="tag">#<span>FOSDEM</span></a> <a href="https://en.osm.town/tags/AI" class="mention hashtag" rel="tag">#<span>AI</span></a> <a href="https://en.osm.town/tags/AI4Good" class="mention hashtag" rel="tag">#<span>AI4Good</span></a></p>
Dan Stowell<p>Oh did I mention that I'm super proud of the 10 new PhDs we have working on <span class="h-card" translate="no"><a href="https://sigmoid.social/@bioacousticai" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>bioacousticai</span></a></span> now? After ~6 months they have lots of exciting ideas. You can see their profiles here: <a href="https://bioacousticai.eu/phd_students/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bioacousticai.eu/phd_students/</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/bioacoustics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bioacoustics</span></a> <a href="https://mastodon.social/tags/phd" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>phd</span></a> <a href="https://mastodon.social/tags/research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>research</span></a> <a href="https://mastodon.social/tags/ai4good" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ai4good</span></a></p>
Dan Stowell<p>"Climate Change AI"s new list of data gaps: <a href="https://www.climatechange.ai/dev/datagaps" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">climatechange.ai/dev/datagaps</span><span class="invisible"></span></a> -- looks a useful resource! <a href="https://mastodon.social/tags/ai4good" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ai4good</span></a></p>
Bioacoustic AI<p>Conferences, workshops, and events of interest to Bioacoustic AI: <a href="https://github.com/bioacoustic-ai/bioacoustic-ai-community-resources/blob/main/events_bioacoustic_ai.md" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/bioacoustic-ai/bioa</span><span class="invisible">coustic-ai-community-resources/blob/main/events_bioacoustic_ai.md</span></a> <a href="https://sigmoid.social/tags/bioacoustics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bioacoustics</span></a> <a href="https://sigmoid.social/tags/conference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>conference</span></a> <a href="https://sigmoid.social/tags/ai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ai</span></a> <a href="https://sigmoid.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>machinelearning</span></a> <a href="https://sigmoid.social/tags/ecology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ecology</span></a> <a href="https://sigmoid.social/tags/ai4good" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ai4good</span></a></p>
Dan Stowell<p>The "Climate Change AI" research field has really blown up quickly. This Saturday the <a href="https://mastodon.social/tags/NeurIPS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeurIPS</span></a> session is free to view online, and take a look at this list of papers - so much interesting technical work! <a href="https://neurips.cc/virtual/2023/workshop/66543" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">neurips.cc/virtual/2023/worksh</span><span class="invisible">op/66543</span></a> <a href="https://mastodon.social/tags/climatechangeai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>climatechangeai</span></a> <a href="https://mastodon.social/tags/deeplearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>deeplearning</span></a> <a href="https://mastodon.social/tags/AI4good" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI4good</span></a> <a href="https://mastodon.social/tags/ccai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ccai</span></a></p>
Raúl Nanclares 🍜<p><a href="https://fosstodon.org/tags/foss4gasia2023" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>foss4gasia2023</span></a> LIVE RIGHT NOW <a href="https://www.youtube.com/live/TN8Z1l9BUtY" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">youtube.com/live/TN8Z1l9BUtY</span><span class="invisible"></span></a>?</p><p><a href="https://fosstodon.org/tags/foss4g" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>foss4g</span></a> <a href="https://fosstodon.org/tags/foss4g2023" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>foss4g2023</span></a> <a href="https://fosstodon.org/tags/ai4good" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ai4good</span></a></p>
Dan Stowell<p>Added a new <a href="https://mastodon.social/tags/videolecture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>videolecture</span></a> to my course material "AI for Nature &amp; Environment". This time: "Bad tech, versus nature-based solutions" <a href="https://github.com/danstowell/ai_nature_environment" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/danstowell/ai_natur</span><span class="invisible">e_environment</span></a> <a href="https://mastodon.social/tags/AI4good" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI4good</span></a> <a href="https://mastodon.social/tags/TilburgU" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TilburgU</span></a></p>
Dan Stowell<p>New material online from my course "AI for Nature &amp; Environment". On my new github page you can find slides+video for the lecture "Electricity generation/grids. And: Cost-benefit &amp; critiques" <a href="https://github.com/danstowell/ai_nature_environment" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/danstowell/ai_natur</span><span class="invisible">e_environment</span></a> <a href="https://mastodon.social/tags/opencourseware" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>opencourseware</span></a> <a href="https://mastodon.social/tags/AI4good" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI4good</span></a> <a href="https://mastodon.social/tags/smartgrid" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>smartgrid</span></a> <a href="https://mastodon.social/tags/TilburgU" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TilburgU</span></a></p>
Dan Stowell<p>Details of my BSc taught course "AI for Nature and Environment": <a href="http://mcld.co.uk/blog/2023/bsc-taught-course-ai-for-nature-and-environment.html" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">http://</span><span class="ellipsis">mcld.co.uk/blog/2023/bsc-taugh</span><span class="invisible">t-course-ai-for-nature-and-environment.html</span></a> <a href="https://mastodon.social/tags/ai4good" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ai4good</span></a> <a href="https://mastodon.social/tags/climatechangeai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>climatechangeai</span></a> <a href="https://mastodon.social/tags/wildlabs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>wildlabs</span></a></p>
Dan Stowell<p>Nice new review of "Advances in solar forecasting: Computer vision with deep learning" <a href="https://doi.org/10.1016/j.adapen.2023.100150" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.1016/j.adapen.2023.</span><span class="invisible">100150</span></a> It's a blooming research topic (438 papers cited) <a href="https://mastodon.social/tags/ai4good" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ai4good</span></a> <a href="https://mastodon.social/tags/computervision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>computervision</span></a> <a href="https://mastodon.social/tags/solarpower" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>solarpower</span></a></p>
Dan Stowell<p>As we head into summer, let me show you 4 pieces of recent research from my amazing students and postdocs! <a href="http://mcld.co.uk/blog/2023/recent-research-from-my-amazing-students-and-postdocs.html" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">http://</span><span class="ellipsis">mcld.co.uk/blog/2023/recent-re</span><span class="invisible">search-from-my-amazing-students-and-postdocs.html</span></a> <a href="https://mastodon.social/tags/bioacoustics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bioacoustics</span></a> <a href="https://mastodon.social/tags/ai4good" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ai4good</span></a> <a href="https://mastodon.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>machinelearning</span></a> <a href="https://mastodon.social/tags/computervision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>computervision</span></a></p>
Dan Stowell<p>I'm calling out for exciting examples of AI for nature!<br>--This autumn I launch a new course "AI for Nature &amp; Environment" for our BSc students (3rd year Cog Sci &amp; AI). I'd like you to share HERE, please, exciting examples of AI used for "nature" and/or "environment", that I could highlight. Research projects, videos, new algorithms, ideas...! Inspiring &amp; diverse. (Please boost this post, for reach.) <a href="https://mastodon.social/tags/ai4good" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ai4good</span></a> <a href="https://mastodon.social/tags/deeplearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>deeplearning</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>machinelearning</span></a> <a href="https://mastodon.social/tags/sustainability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>sustainability</span></a> <a href="https://mastodon.social/tags/biodiversity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biodiversity</span></a></p>
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