#VLM

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5h15hVLMs don't actually "see" - they rely on memorized knowledge instead of visual analysis due to bias (e.g. knowing that the Adidas logo has 3 stripes and a dog has 4 legs) <a href="https://vlmsarebiased.github.io/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://vlmsarebiased.github.io/</a><a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://techhub.social/tags/GenAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GenAI</a> <a href="https://techhub.social/tags/LLM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LLM</a> <a href="https://techhub.social/tags/VLM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#VLM</a>

💧🌏 Greg CocksSatellite Data Study Pinpoints Areas Sinking And Rising Along California Coast -- <a href="https://phys.org/news/2025-02-satellite-areas-california-coast.html" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://phys.org/news/2025-02-satellite-areas-california-coast.html</a> <-- shared technical article -- <a href="https://dx.doi.org/10.1126/sciadv.ads8163" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://dx.doi.org/10.1126/sciadv.ads8163</a> <-- shared paper -- <a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GIS</a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatial</a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mapping</a> <a href="https://techhub.social/tags/sealevel" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#sealevel</a> <a href="https://techhub.social/tags/sealevelrise" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#sealevelrise</a> <a href="https://techhub.social/tags/subsidence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#subsidence</a> <a href="https://techhub.social/tags/model" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#model</a> <a href="https://techhub.social/tags/modeling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#modeling</a> <a href="https://techhub.social/tags/SLR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SLR</a> <a href="https://techhub.social/tags/coast" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#coast</a> <a href="https://techhub.social/tags/coastline" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#coastline</a> <a href="https://techhub.social/tags/verticallandmotion" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#verticallandmotion</a> <a href="https://techhub.social/tags/VLM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#VLM</a> <a href="https://techhub.social/tags/California" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#California</a> <a href="https://techhub.social/tags/climatechange" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#climatechange</a> <a href="https://techhub.social/tags/planning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#planning</a> <a href="https://techhub.social/tags/policy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#policy</a> <a href="https://techhub.social/tags/remotesensing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#remotesensing</a> <a href="https://techhub.social/tags/groundwater" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#groundwater</a> <a href="https://techhub.social/tags/pumping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pumping</a> <a href="https://techhub.social/tags/risk" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#risk</a> <a href="https://techhub.social/tags/hazard" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hazard</a> <a href="https://techhub.social/tags/infrastructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#infrastructure</a> <a href="https://techhub.social/tags/damage" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#damage</a> <a href="https://techhub.social/tags/wastewater" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#wastewater</a> <a href="https://techhub.social/tags/injection" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#injection</a> <a href="https://techhub.social/tags/tidegauge" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#tidegauge</a> <a href="https://techhub.social/tags/dynamic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dynamic</a> <a href="https://techhub.social/tags/spatialanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialanalysis</a> <a href="https://techhub.social/tags/spatiotemporal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatiotemporal</a> <a href="https://techhub.social/tags/numericmodeling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#numericmodeling</a> <a href="https://techhub.social/tags/uplift" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#uplift</a> <a href="https://techhub.social/tags/projections" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#projections</a> <a href="https://techhub.social/tags/flood" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#flood</a> <a href="https://techhub.social/tags/flooding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#flooding</a> <a href="https://techhub.social/tags/mitigation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mitigation</a> <a href="https://techhub.social/tags/satellite" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#satellite</a> <a href="https://techhub.social/tags/ocean" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ocean</a> <a href="https://techhub.social/tags/marine" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#marine</a> <a href="https://techhub.social/@nasa" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@nasa</a>

John LeonardHugging Face has introduced two new models in its SmolVLM series, which it claims are the smallest Vision Language Models (VLMs) to date.<a href="https://www.computing.co.uk/news/2025/ai/hugging-face-claims-world-s-smallest-vision-language-models" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.computing.co.uk/news/2025/ai/hugging-face-claims-world-s-smallest-vision-language-models</a><a href="https://mastodon.social/tags/huggingface" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#huggingface</a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ai</a> <a href="https://mastodon.social/tags/llm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#llm</a> <a href="https://mastodon.social/tags/technews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#technews</a> <a href="https://mastodon.social/tags/opensource" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#opensource</a> <a href="https://mastodon.social/tags/vlm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#vlm</a>

DACBARBOS BrandAnnouncing Gaze Detection <a href="https://moondream.ai/blog/announcing-gaze-detection" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://moondream.ai/blog/announcing-gaze-detection</a> <a href="https://mastodon.social/tags/vlm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#vlm</a> <a href="https://mastodon.social/tags/tips" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#tips</a>

anna_lillith 🇺🇦🌱🐖🌿🐭🌾Vegan Land Movement 🌾🐭🌿Removing <a href="https://mas.to/tags/land" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#land</a> from <a href="https://mas.to/tags/AnimalAgriculture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AnimalAgriculture</a> and giving it back to <a href="https://mas.to/tags/EndangeredSpecies" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#EndangeredSpecies</a> and the earth.The <a href="https://mas.to/tags/VLM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#VLM</a> has been created for ALL OF US who want to help create a vegan world by removing land from those who harm life and to return it to <a href="https://mas.to/tags/wildlife" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#wildlife</a> that desperately needs <a href="https://mas.to/tags/habitat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#habitat</a> to survive. The land used to farm sentient animals causes great suffering, as well as ecological destruction and species <a href="https://mas.to/tags/extinction" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#extinction</a>.<a href="https://veganlandmovement.com/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://veganlandmovement.com/</a><a href="https://mas.to/tags/EndAnimalAg" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#EndAnimalAg</a> <a href="https://mas.to/tags/VeganLandMovement" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#VeganLandMovement</a>

anna_lillith 🇺🇦🌱🐖The <a href="https://mas.to/tags/VeganLandMovement" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#VeganLandMovement</a> has the goal of removing land from animal <a href="https://mas.to/tags/agriculture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#agriculture</a>, and returning it to nature and Veganic farming.By <a href="https://mas.to/tags/rewilding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rewilding</a> the land, through allowing nature to flourish and planting trees, the Vegan Land Movement has totally transformed the areas of land it has purchased. From barren grazing land, the parcels are now thriving with life – and, not to forget, the land will no longer be used for exploiting animals.<a href="https://mas.to/tags/VLM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#VLM</a> <a href="https://mas.to/tags/EndAnimalAg" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#EndAnimalAg</a> <a href="https://mas.to/tags/PlantbasedFuture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#PlantbasedFuture</a> 🌱<a href="https://globalvegancrowdfunder.org/vegan-land-movement-cic/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://globalvegancrowdfunder.org/vegan-land-movement-cic/</a>

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