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OpenCV<p>We'll be live this morning at 9am with another free tutorial from OpenCV! Drop in, sit under the learning tree, and get on with your day. <a href="https://youtube.com/live/fzin-xKonRk" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtube.com/live/fzin-xKonRk</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/OpenCV" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenCV</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/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a></p>
FIZ ISE Research Group<p>Our team member <span class="h-card" translate="no"><a href="https://sigmoid.social/@MahsaVafaie" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>MahsaVafaie</span></a></span> will be presenting our work on Separation of hand-written and machine-written text in archival documents at the Stuttgart AI, Machine Learning and Computer Vision Meetup on April 23, 2025, 8:30 pm</p><p><a href="https://voxel51.com/computer-vision-events/stuttgart-ai-ml-and-computer-vision-meetup-april-23-2025/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">voxel51.com/computer-vision-ev</span><span class="invisible">ents/stuttgart-ai-ml-and-computer-vision-meetup-april-23-2025/</span></a></p><p><a href="https://sigmoid.social/tags/digitalhumanities" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>digitalhumanities</span></a> <a href="https://sigmoid.social/tags/dh" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>dh</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/cv" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>cv</span></a> <a href="https://sigmoid.social/tags/computervision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>computervision</span></a> <span class="h-card" translate="no"><a href="https://wisskomm.social/@fiz_karlsruhe" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>fiz_karlsruhe</span></a></span> <span class="h-card" translate="no"><a href="https://sigmoid.social/@joerg" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>joerg</span></a></span> <span class="h-card" translate="no"><a href="https://sigmoid.social/@GenAsefa" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>GenAsefa</span></a></span></p>
LavX News<p>Revolutionizing Computer Vision: LightlyTrain's Self-Supervised Pretraining</p><p>LightlyTrain is transforming the landscape of computer vision by enabling developers to train high-performance models using unlabeled data. This innovative approach not only reduces labeling costs but...</p><p><a href="https://news.lavx.hu/article/revolutionizing-computer-vision-lightlytrain-s-self-supervised-pretraining" rel="nofollow noopener noreferrer" target="_blank"><span class="invisible">https://</span><span class="ellipsis">news.lavx.hu/article/revolutio</span><span class="invisible">nizing-computer-vision-lightlytrain-s-self-supervised-pretraining</span></a></p><p><a href="https://mastodon.cloud/tags/news" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>news</span></a> <a href="https://mastodon.cloud/tags/tech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>tech</span></a> <a href="https://mastodon.cloud/tags/ComputerVision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ComputerVision</span></a> <a href="https://mastodon.cloud/tags/LightlyTrain" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LightlyTrain</span></a> <a href="https://mastodon.cloud/tags/SelfSupervisedLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SelfSupervisedLearning</span></a></p>
OpenSourceIntroducing Objaverse++, Curated 3D Object Dataset with Quality Annotations We just open-sourced ...<br><br><a href="https://tiancaixinxin.medium.com/introducing-objaverse-curated-3d-object-dataset-with-quality-annotations-e807731b027d?source=rss------machine_learning-5" rel="nofollow noopener noreferrer" target="_blank">https://tiancaixinxin.medium.com/introducing-objaverse-curated-3d-object-dataset-with-quality-annotations-e807731b027d?source=rss------machine_learning-5</a><br><br><a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/computer-vision" target="_blank">#computer-vision</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/machine-learning" target="_blank">#machine-learning</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/ai" target="_blank">#ai</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/text-to-3d" target="_blank">#text-to-3d</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/3d-modeling" target="_blank">#3d-modeling</a><br><br><a href="https://awakari.com/pub-msg.html?id=4x95Q9AZVX9X9oX6yP0PcWk8Sf2" rel="nofollow noopener noreferrer" target="_blank">Event Attributes</a>
Karsten Schmidt<p>Seeing <span class="h-card" translate="no"><a href="https://merveilles.town/@neauoire" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>neauoire</span></a></span>'s paper computing explorations, I was reminded of an old idea I proposed at PaperCamp LDN back in 2009: Originally this was vaguely about using origami to create multi-purpose AR markers, but I then extended it to other use cases, some of which could be adapted and be even relevant today, e.g. as a form of proof-of-work, protection against AI crawlers or other form of access control.</p><p>Some possible approaches for different use cases:</p><p>1) Ask users to perform or series of simple folds and then check results by validating fold lines in the flat sheet paper via computer vision<br>2) Same as #1, but perform shape recognition/validation of fully folded result<br>3) Unfold a pre-shared (and pre-folded) origami object to check result by validating fold lines via computer vision<br>4) Provide instructions for multiple origami creations to create uniquely identifiable objects for computer vision based interactive environments</p><p>Number 1-3 are more or less about forms of proving physicality, work, membership. Number 4 is more about using origimi as fiducial markers for general interactions</p><p>More ideas/summary from that event:<br><a href="https://adactio.com/journal/1546" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">adactio.com/journal/1546</span><span class="invisible"></span></a></p><p>cc/ <span class="h-card" translate="no"><a href="https://mastodon.social/@adactio" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>adactio</span></a></span></p><p><a href="https://mastodon.thi.ng/tags/PaperCamp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PaperCamp</span></a> <a href="https://mastodon.thi.ng/tags/Origami" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Origami</span></a> <a href="https://mastodon.thi.ng/tags/ComputerVision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ComputerVision</span></a> <a href="https://mastodon.thi.ng/tags/InteractionDesign" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>InteractionDesign</span></a></p>
Europe Says<p><a href="https://www.europesays.com/1988179/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">europesays.com/1988179/</span><span class="invisible"></span></a> Exploring Artificial Intelligence Applications in Agriculture <a href="https://pubeurope.com/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://pubeurope.com/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ArtificialIntelligence</span></a> <a href="https://pubeurope.com/tags/ComputerVision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ComputerVision</span></a> <a href="https://pubeurope.com/tags/ExpertSystems" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ExpertSystems</span></a> <a href="https://pubeurope.com/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://pubeurope.com/tags/NaturalLanguageProcessing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NaturalLanguageProcessing</span></a> <a href="https://pubeurope.com/tags/PennStateExtension" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PennStateExtension</span></a> <a href="https://pubeurope.com/tags/ReinforcementLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ReinforcementLearning</span></a> <a href="https://pubeurope.com/tags/Robotics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Robotics</span></a></p>
Neural<p>Edited by Raivo Kelomees, Varvara Guliajeva, Oliver Laas - The Meaning of Creativity in the Age of AI</p><p><a href="https://archive.neural.it/init/default/show/3297" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">archive.neural.it/init/default</span><span class="invisible">/show/3297</span></a></p><p><a href="https://tldr.nettime.org/tags/aiart" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>aiart</span></a> <a href="https://tldr.nettime.org/tags/computationalcreativity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>computationalcreativity</span></a> <a href="https://tldr.nettime.org/tags/artificialintelligenceart" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>artificialintelligenceart</span></a> <a href="https://tldr.nettime.org/tags/machinelearningart" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>machinelearningart</span></a> <a href="https://tldr.nettime.org/tags/creativeai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>creativeai</span></a> <a href="https://tldr.nettime.org/tags/creativeaiart" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>creativeaiart</span></a> <a href="https://tldr.nettime.org/tags/machinevision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>machinevision</span></a> <a href="https://tldr.nettime.org/tags/computervision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>computervision</span></a> <a href="https://tldr.nettime.org/tags/neuralnetworkart" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuralnetworkart</span></a> <a href="https://tldr.nettime.org/tags/generativeai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>generativeai</span></a> <a href="https://tldr.nettime.org/tags/algorithmicart" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>algorithmicart</span></a> <a href="https://tldr.nettime.org/tags/artandtechnology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>artandtechnology</span></a> <a href="https://tldr.nettime.org/tags/newmediaart" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>newmediaart</span></a> <a href="https://tldr.nettime.org/tags/mediaart" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mediaart</span></a> <a href="https://tldr.nettime.org/tags/digitalart" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>digitalart</span></a> <a href="https://tldr.nettime.org/tags/innovationinart" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>innovationinart</span></a> <a href="https://tldr.nettime.org/tags/informationart" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>informationart</span></a> <a href="https://tldr.nettime.org/tags/digitalaesthetics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>digitalaesthetics</span></a> <a href="https://tldr.nettime.org/tags/creativecoding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>creativecoding</span></a> <a href="https://tldr.nettime.org/tags/creativecodeart" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>creativecodeart</span></a> <a href="https://tldr.nettime.org/tags/codeart" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>codeart</span></a> <a href="https://tldr.nettime.org/tags/algorithmicart" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>algorithmicart</span></a> <a href="https://tldr.nettime.org/tags/creativetechnology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>creativetechnology</span></a> <a href="https://tldr.nettime.org/tags/digitalcultures" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>digitalcultures</span></a> <a href="https://tldr.nettime.org/tags/technoculture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>technoculture</span></a> <a href="https://tldr.nettime.org/tags/neuralmag" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuralmag</span></a> <a href="https://tldr.nettime.org/tags/neuralmagazine" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuralmagazine</span></a> <a href="https://tldr.nettime.org/tags/neuralarchive" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuralarchive</span></a></p>
Harald Klinke<p>New article explores the work of Nestoras Papanikolopoulos, a pioneer of digital art in Greece since 1984. A vital step in recognizing early computer-based art and its marginalization in official discourse.<br><a href="https://dahj.org/article/nestoras-papanikolopoulos" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">dahj.org/article/nestoras-papa</span><span class="invisible">nikolopoulos</span></a><br><a href="https://det.social/tags/DigitalArt" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DigitalArt</span></a> <a href="https://det.social/tags/MediaArt" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MediaArt</span></a> <a href="https://det.social/tags/ComputerArt" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ComputerArt</span></a> <a href="https://det.social/tags/ArtHistory" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ArtHistory</span></a> <a href="https://det.social/tags/GreekArt" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GreekArt</span></a> <a href="https://det.social/tags/DigitalHeritage" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DigitalHeritage</span></a> <a href="https://det.social/tags/DigitalHumanities" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DigitalHumanities</span></a> <a href="https://det.social/tags/ComputerVision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ComputerVision</span></a> <a href="https://det.social/tags/DigitalArtHistory" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DigitalArtHistory</span></a></p>
Unofficial PetaPixel Bot<p>Google’s New AI Mode Will Answer ‘Nuanced’ Questions About Your Photos <a href="https://petapixel.com/2025/04/08/googles-new-ai-mode-will-answer-nuanced-questions-about-your-photos/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">petapixel.com/2025/04/08/googl</span><span class="invisible">es-new-ai-mode-will-answer-nuanced-questions-about-your-photos/</span></a> <a href="https://toot.earth/tags/computervision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>computervision</span></a> <a href="https://toot.earth/tags/deeplearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>deeplearning</span></a> <a href="https://toot.earth/tags/generativeai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>generativeai</span></a> <a href="https://toot.earth/tags/googlegemini" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>googlegemini</span></a> <a href="https://toot.earth/tags/googlesearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>googlesearch</span></a> <a href="https://toot.earth/tags/multimodalai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>multimodalai</span></a> <a href="https://toot.earth/tags/Technology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Technology</span></a> <a href="https://toot.earth/tags/googlelens" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>googlelens</span></a> <a href="https://toot.earth/tags/aimode" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>aimode</span></a> <a href="https://toot.earth/tags/google" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>google</span></a> <a href="https://toot.earth/tags/News" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>News</span></a></p>
Dan Stowell<p>New paper from us! "Performance of Computer Vision Algorithms for Fine-Grained Classification Using Crowdsourced Insect Images" <a href="https://doi.org/10.1049/cvi2.70006" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">doi.org/10.1049/cvi2.70006</span><span class="invisible"></span></a> This work led by Rita Pucci investigated how various <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/computervision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>computervision</span></a> architectures respond to fine-grained differences between <a href="https://mastodon.social/tags/insect" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>insect</span></a> species.</p>
OpenCV<p>Today on OpenCV Live, we offer a reprieve from seeing your retirement fund slowly disappear in the form of an Introduction to Vision Language Models! It's a sneak peek of Satya's Embedded Vision Summit Workshop topic <a href="https://www.youtube.com/watch?v=trYjGml_ouk" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">youtube.com/watch?v=trYjGml_ouk</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/OpenCV" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenCV</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/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a></p>
ɗ𐐩ʃƕρʋ<p>If you would like to experiment with <a href="https://fosstodon.org/tags/ComputerVision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ComputerVision</span></a>, but don't feel like putting an entire PC with a beefy graphics card onto your <a href="https://fosstodon.org/tags/robot" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>robot</span></a>, there is a great project out there that has been alive for a decade. It's called OpenMV (<a href="http://openmv.io" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">http://</span><span class="">openmv.io</span><span class="invisible"></span></a>) and it's a microcontroller board with a built-in camera, running <a href="https://fosstodon.org/tags/MicroPython" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MicroPython</span></a>, with a whole lot of vision algorithms built-in. I have several project ongoing using early versions of it, but now they have a Kickstarter for two new models.</p>
Rozenn Dahyot ✅️<p>📣 Interested in Object Geotagging using <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> and Computer Vision? <br>Join me to the <a href="https://mastodon.social/tags/IEEE" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>IEEE</span></a> WIPS webinar on 8th April by registering at <br><a href="https://landing.signalprocessingsociety.org/apr-08-2025" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">landing.signalprocessingsociet</span><span class="invisible">y.org/apr-08-2025</span></a> !</p><p><a href="https://mastodon.social/tags/science" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>science</span></a> <a href="https://mastodon.social/tags/webinar" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>webinar</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/computervision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>computervision</span></a></p>
Redd T. Panda<p>Our <a href="https://unfufadoo.net/tags/image" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>image</span></a> <a href="https://unfufadoo.net/tags/analysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>analysis</span></a> <a href="https://unfufadoo.net/tags/pipeline" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>pipeline</span></a> is ready to go into <a href="https://unfufadoo.net/tags/pruduction" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>pruduction</span></a>. </p><p>It combines <a href="https://unfufadoo.net/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> and <a href="https://unfufadoo.net/tags/forensic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>forensic</span></a> techniques to assess authenticity. It first extracts EXIF/XMP <a href="https://unfufadoo.net/tags/metadata" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>metadata</span></a> to detect real camera data forcing a “photograph” classification if present. Then, a CLIP based preprocessor (<a href="https://unfufadoo.net/tags/computervision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>computervision</span></a>) classifies images into categories: photograph, meme, infographic, comic/cartoons, or text only. </p><p>Custom configurations (<a href="https://unfufadoo.net/tags/development" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>development</span></a>) adjust weights so that, for example, memes/text only images discount AI model influence while forensic tests (ELA, FFT, noise, edge sharpness, text detection) (<a href="https://unfufadoo.net/tags/science" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>science</span></a>, <a href="https://unfufadoo.net/tags/math" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>math</span></a>) quantify artifacts. <a href="https://unfufadoo.net/tags/C2PA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>C2PA</span></a> data is also considered. All evidence is combined to yield a final decision which will be the “confidence percentage” data that will be included in every post moving forward.</p><p><a href="https://unfufadoo.net/tags/ThankYou" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ThankYou</span></a> to everyone who cast a <a href="https://unfufadoo.net/tags/vote" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>vote</span></a></p><p><a href="https://unfufadoo.net/tags/tech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>tech</span></a> 🚀 <a href="https://unfufadoo.net/tags/mastodon" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mastodon</span></a> 🐘 <a href="https://unfufadoo.net/tags/community" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>community</span></a> 🤝</p><p><a href="https://unfufadoo.net/tags/image" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>image</span></a>, <a href="https://unfufadoo.net/tags/memes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>memes</span></a>, <a href="https://unfufadoo.net/tags/photos" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>photos</span></a></p>
wasmVision<p>We just released wasmVision 0.3.1 as a quick followup to what was learned/fixed at <a href="https://mastodon.social/tags/wasmio25" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>wasmio25</span></a> thanks everyone who came to the talk or spoke to <span class="h-card" translate="no"><a href="https://social.tinygo.org/@deadprogram" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>deadprogram</span></a></span> afterwards!</p><p>Changelog here:<br><a href="https://github.com/wasmvision/wasmvision/releases/tag/v0.3.1" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/wasmvision/wasmvisi</span><span class="invisible">on/releases/tag/v0.3.1</span></a></p><p><a href="https://mastodon.social/tags/wasm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>wasm</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/wasi" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>wasi</span></a> <a href="https://mastodon.social/tags/golang" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>golang</span></a> <a href="https://mastodon.social/tags/tinygo" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>tinygo</span></a> <a href="https://mastodon.social/tags/rust" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rust</span></a> <a href="https://mastodon.social/tags/clang" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>clang</span></a> <a href="https://mastodon.social/tags/openCV" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>openCV</span></a></p>
deadprogram<p>Thanks to everyone who came to my talk at WASM I/O yesterday about <span class="h-card" translate="no"><a href="https://mastodon.social/@wasmvision" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>wasmvision</span></a></span> <br>As promised, slides are now available here <a href="https://deadprogram.github.io/wasmio2025/#/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">deadprogram.github.io/wasmio20</span><span class="invisible">25/#/</span></a><br><a href="https://social.tinygo.org/tags/wasmio25" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>wasmio25</span></a> <a href="https://social.tinygo.org/tags/wasm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>wasm</span></a> <a href="https://social.tinygo.org/tags/computervision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>computervision</span></a> <a href="https://social.tinygo.org/tags/golang" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>golang</span></a> <a href="https://social.tinygo.org/tags/tinygo" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>tinygo</span></a> <a href="https://social.tinygo.org/tags/rust" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rust</span></a> <a href="https://social.tinygo.org/tags/clang" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>clang</span></a> <a href="https://social.tinygo.org/tags/opencv" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>opencv</span></a></p>
Data Quine<p>Love it when <a href="https://datasci.social/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rstats</span></a> package docs have a sense of humour</p><p>"FAQ<br>Can I take selfies with my webcam using Rvision?<br>You certainly can, but ask yourself first whether you should…"</p><p>🤣</p><p><a href="https://github.com/swarm-lab/Rvision" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">github.com/swarm-lab/Rvision</span><span class="invisible"></span></a></p><p><a href="https://datasci.social/tags/ComputerVision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ComputerVision</span></a></p>
Hacker News<p>Self-Supervised Learning from Images with JEPA</p><p><a href="https://arxiv.org/abs/2301.08243" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">arxiv.org/abs/2301.08243</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HackerNews</span></a> <a href="https://mastodon.social/tags/SelfSupervisedLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SelfSupervisedLearning</span></a> <a href="https://mastodon.social/tags/JEPA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>JEPA</span></a> <a href="https://mastodon.social/tags/ImageProcessing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ImageProcessing</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/AIResearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AIResearch</span></a> <a href="https://mastodon.social/tags/ComputerVision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ComputerVision</span></a></p>
wasmVision<p>wasmVision 0.3.0 is out! We have some exiting new features for you such as MCP server support, and experimental GPU acceleration for vision models. Performance and stability improvements too. Go get it right now!</p><p><a href="https://mastodon.social/tags/wasm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>wasm</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/opencv" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>opencv</span></a> <a href="https://mastodon.social/tags/golang" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>golang</span></a> <a href="https://mastodon.social/tags/tinygo" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>tinygo</span></a> <a href="https://mastodon.social/tags/rust" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rust</span></a> <a href="https://mastodon.social/tags/clang" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>clang</span></a> <a href="https://mastodon.social/tags/mcp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mcp</span></a> <a href="https://mastodon.social/tags/cuda" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>cuda</span></a></p><p><a href="https://github.com/wasmvision/wasmvision/releases/tag/v0.3.0" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/wasmvision/wasmvisi</span><span class="invisible">on/releases/tag/v0.3.0</span></a></p>
Harold Sinnott 📲 #MWC25<p>The future of smart cities: <a href="https://mastodon.social/tags/5G" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>5G</span></a> + <a href="https://mastodon.social/tags/IoT" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>IoT</span></a> + <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> and Innovations</p><p>Traffic gridlock would become a thing of the past.</p><p>👉Learn more: <a href="https://bit.ly/3WhVgch" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bit.ly/3WhVgch</span><span class="invisible"></span></a><br>👇Watch the Video</p><p><a href="https://mastodon.social/tags/TFBPartner" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TFBPartner</span></a> @TMobileBusiness <a href="https://mastodon.social/tags/DataAnalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataAnalytics</span></a> <a href="https://mastodon.social/tags/SmartCameras" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SmartCameras</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/Edge" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Edge</span></a> <a href="https://mastodon.social/tags/Cloud" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Cloud</span></a> <a href="https://mastodon.social/tags/Safety" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Safety</span></a> @Ronald_vanLoon</p>