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Introducing SpatialVID: A massive new video dataset for 3D spatial intelligence Crucial for training next-gen models, it features over 7,000 hours of diverse, in-the-wild video with dense annotations like camera poses, depth maps, and dynamic masks.
Why Do Multimodal LLMs (MLLM) Struggle with Spatial Understanding? This research shows that MLLMs’ spatial struggles aren’t from data scarcity, but from architecture. Spatial ability relies on the vision encoder’s positional cues, so a redesign like prompt targeting is needed.
India is set to follow Japan's footsteps in urban planning for building new cities and redeveloping existing ones. 1. As part of the new National Spatial Policy, 50 regional urban planning blocks are planned for cities with population of more than 10 lakhs. 2. The policy…
Let your robot peek around corners, size up the gap between chairs, and know exactly where everything sits. 🤖 Our new work SR-3D masters this kind of spatial reasoning. It learns from multiple views to understand distances, layouts, and how objects relate in 3D space.
Glad to share that our TEG grant: "Use of Augmented/Virtual Reality 🥽🧑🔬to Enhance Teaching and Learning" has been funded by NUS CDTL. I look forward to working with the learning community in developing #SpatialLearning technologies 4 digital futures of experiential learning #VR
Postgres can auto-cluster your geodata with the help of PostGIS! ST_ClusterKMeans() turns noisy GPS dots into neat blobs + centroids. 🔍 Spot retail hotspots, balance delivery zones, or map wildlife ranges—all without leaving SQL!
Our new website is LIVE! ✨ It’s now easier to explore how ThingLink works, discover real use cases, and see what’s possible when you create immersive learning with ThingLink. Head to the link in the comments to explore the new site! ⬇️ #ImmersiveLearning #SpatialLearning #XR…
A wonderful 🇸🇬🇫🇷 collaboration with @coumoulx Etienne @univ_paris_cite @NUSingapore for our joint-insights on the Digital Futures of Learning (AR/VR) 🥽📸. Thank you #ACSPTsci Editor-in-Chief, Christa Müller, of @UniBonn for the opportunity to contribute. #SpatialLearning
Spatial Intelligence / Spatial Reasoning <=> a critical thinking skill often underrated or ignored completely in education. It includes Quantitative & Map Literacy: amzn.to/40LnmwK
GIS, Mapping, and Spatial Analysis Specialization imp.i384100.net/Nk7DA7
Everything you need to know about spatial autocorrelation. PLUS: how to access free high-res satellite data, how super-resolution uses game theory, how to properly use Google Trends data, and more. Here's everything I wrote about last week:
卧槽刚看到了个模型震撼到了我——SpatialLM 可以标记空间中的物体，与yolo最大的不同是，它能识别多种物体，而且是在三维空间中标记。这对空间推理是个很大的进步。 更重要的是，这个模型只有1B大小！ 官方有两个版本，基于llama的SpatialLM-Llama-1B和基于Qwen的SpatialLM-Qwen-0.5B。…
SpatialLM is very interesting it's a new model that encodes text prompts (e.g. detect windows) and point clouds projected to an LLM 🤯 the LLM outputs 3D bounding boxes, very simple yet effective approach two models based on Llama and Qwen-0.5B and Llama-1B on @huggingface
Master anything faster! Spatial learning, a second brain... the most effective way I’ve discovered for capturing new ideas and turning them into actionable knowledge. #SpatialLearning bit.ly/4gUhtWj
Want to understand what Spatial Transcriptomics (ST) is,but unsure where to start? Need to analyze spatial genomics data,but unclear how? Here's how to start👇 An introductory #Bioinformatics review on: 1. ST Technologies 2. Exploratory data analysis 3. Biological implications
Absolutely astounding to think about what spatial intelligence has enabled… generate an infinite scene from an image, a 360 view of a 3D furnished room from text, perform a wide range of tasks with a robot arm, remotely brain control a robot cook, etc. To think that only 2…
#SpatialOmics MCMICRO Multiple Choice Microscopy pipeline mcmicro.org Multi-channel whole-slide images▶️ Single-cell data BaSiC▶️Illumination correction ASHLAR-▶️Tile stitch & alignment Coreograph▶️TMA core detection UnMICST Cypository Ilastik S3segmenter▶️…
With abundance in brains a couple of millimetres wide, butterflies demonstrate complex #behaviors as part of their natural ecologies. #SpatialLearning appears to permit them to extract and process diverse information from their environment, allowing them to perform complex tasks.
Consistent with the apparent foraging importance of long-range spatial learning for #traplining—as human trappers check lines of traps—butterflies appear to be capable of #SpatialLearning. They may be able to #learn “spatial information” at large scales. google.com/search?q=trapl…
Want to learn how to visualise and analyze spatial data in the social sciences and build your #GIS skills? My Intro QGIS and Advanced GIS courses are coming up, starting next week, with @instats instats.org/seminar/introd… instats.org/seminar/advanc… nickbearman.github.io/training-cours… #GISchat
The most important geospatial concept? Spatial Autocorrelation. It can make the difference between spurious and accurate results. Here’s what you need to know about it:
Our new website is LIVE! ✨ It’s now easier to explore how ThingLink works, discover real use cases, and see what’s possible when you create immersive learning with ThingLink. Head to the link in the comments to explore the new site! ⬇️ #ImmersiveLearning #SpatialLearning #XR…
Master anything faster! Spatial learning, a second brain... the most effective way I’ve discovered for capturing new ideas and turning them into actionable knowledge. #SpatialLearning bit.ly/4gUhtWj
Download the app here - start building your memory palace today: Apple Vision Pro Store No more boring slides. Just immersive, unforgettable learning. #RomanRoom #VisionPro #SpatialLearning
Would you send your child to a school using XR? 🟨 Yes 🟩 Maybe ⬜ No ⬛ I want to try it first. Comment below with your thoughts! #K12XR #SpatialLearning
New #PsynomLB paper 'Unraveling the synergistic effects of Astaxanthin & DHA on perinatal undernutrition-induced oxidative stress and cognitive deficit' bit.ly/44IlARQ by Subrahmanya Hegde et al. @IISUniversity @PsychonomicSoc #spatiallearning #hippocampus #memory #rats
❤️👇from FADSS Platinum Partner @PrismsOfReality ...A prime example of students leading the way and showing how powerful immersive learning can be. Future educators in the making? We think so! 👏📷 #prismsvr #STEM #spatiallearning #transforminglearning
When students become the teachers… and the Assistant Principal becomes the student! 📚 We loved seeing students at Dillard 6–12 in @browardschools help one of their school leaders, Mr. Major, gear up and jump into our Algebra 1 Factoring Quadratics module 🔢🚀 A prime example…
#Mathematics teachers Milton and Crystal are immersing @Street_School students in #spatiallearning with #PrismsVR— providing an immersive learning experience that empowers students to master math through real-world problem solving! 🚀 #EdTech #STEM #education #ARVRinEDU…
Stop studying, start learning. How to absorb new info like a sponge and stay ahead of the curve: Using spatial learning & a second brain to master anything quickly. #SpatialLearning bit.ly/4gUhtWj
Doing Lazy 8s or the Double Doodle on a vertical surface is a great way to prompt peripheral vision. We need this 'wide-angle lens' whenever we dance, drive, move and play, take a walk, or navigate a page for #SpeedReading. #BrainGym #SpatialLearning
Exploring anatomy in an entirely new way with Apple Vision Pro! 🦴📚 The spatial precision and immersive visuals make learning both fun and effective. Imagine studying every detail like this! #AppleVisionPro #SpatialLearning #FutureOfEducation #ImmersiveTech
Thank you @Michelle4EDU for supporting @pbcsd in leading a new path forward for curriculum and instruction founded in problem and student-centered learning! #STEM #transformingeducation #spatiallearning #education #VReducation #prismsvr
Using spatial learning to transform math and science education buff.ly/40iWqXI #SpatialLearning #Mathematics #Science #Education #technology #Gadgets #VR #VirtualReality #AR #AugmentedeReallity
Using #spatialLearning to transform #math & #science #education #Startup #students #VirtualReality #VR #edtech #eLearning buff.ly/4eDnUeR
Did you miss...? How to absorb new info like a sponge and stay ahead of the curve: Using spatial learning & a second brain to master anything quickly. bit.ly/4gUhtWj #CareerDevelopment #SpatialLearning
Ever feel like things are evolving too fast and you can't stay on top of it? Flip the script! How to absorb new info like a sponge and stay ahead of the curve. bit.ly/4gUhtWj #CareerDevelopment #SpatialLearning bit.ly/3BE5FHF
Ever think about the fuel wasted on traditional training? ⛽️ The Air Force did, saving $13.4 million on fuel in 2022 with XR training. Discover how they reduced retraining by 72% with immersive tech. Read our blog. 👉 hubs.la/Q02CQB_l0 #XRTraining #SpatialLearning
A wonderful 🇸🇬🇫🇷 collaboration with @coumoulx Etienne @univ_paris_cite @NUSingapore for our joint-insights on the Digital Futures of Learning (AR/VR) 🥽📸. Thank you #ACSPTsci Editor-in-Chief, Christa Müller, of @UniBonn for the opportunity to contribute. #SpatialLearning
Glad to share that our TEG grant: "Use of Augmented/Virtual Reality 🥽🧑🔬to Enhance Teaching and Learning" has been funded by NUS CDTL. I look forward to working with the learning community in developing #SpatialLearning technologies 4 digital futures of experiential learning #VR
We are excited to share the latest news about our partnership with @varjodotcom ! 🔗Read here: bit.ly/3xcMqmt #MakeAnEMPACT #spatiallearning #XR #immersivetraining #virtualclassroom #partnership #Varjo #aircraft #maintenancetraining #AirForce #collaboration #technews
Can you even teach projections without oranges? #projections #spatialThinking #SpatialLearning #SpatialDoing #GIS #teachingGIS
We are excited to announce that virtual reality headsets have been deployed in our middle schools to support math learning. Shout out to the collaboration by our Technology and Curriculum and Instruction offices! #vr #prismsvr #spatiallearning #realworld
Takeoff is just the beginning! 💺 Mass Virtual is excited to be at Aviation Week #MROAmericas (Booth 1240) showcasing how our award-winning team and MassXR platform are revolutionizing aviation training through #SpatialLearning. 🔖 Bookmark our location:…
At Mass Virtual we are proud to work alongside our customers to produce the best learning possible. Our proven solutions are making a tremendous impact on force readiness. #MilitaryTraining #SpatialLearning #ExtendedReality #USAF
🚀 Dive into the future of corporate training with #SpatialLearning! 🌐 Our latest piece with @Xrtoday explores how AR/VR/MR tech is transforming the workplace. Discover how immersive tech enhances learning & development in dynamic, effective ways. #Innovation #VR 🔗 Read More…
#Mathematics teachers Milton and Crystal are immersing @Street_School students in #spatiallearning with #PrismsVR— providing an immersive learning experience that empowers students to master math through real-world problem solving! 🚀 #EdTech #STEM #education #ARVRinEDU…
Meet us at Sea-Air-Space 2024 in National Harbor, MD! 🌊✈️🛰️ Mass Virtual is stationed at booth 119, where our CEO, John Brooks, is gearing up to showcase #SpatialLearning via #XR. Experience our proven solutions for yourself. Learn how: bit.ly/4a34Jsy…
Download the app here - start building your memory palace today: Apple Vision Pro Store No more boring slides. Just immersive, unforgettable learning. #RomanRoom #VisionPro #SpatialLearning
Would you send your child to a school using XR? 🟨 Yes 🟩 Maybe ⬜ No ⬛ I want to try it first. Comment below with your thoughts! #K12XR #SpatialLearning
With abundance in brains a couple of millimetres wide, butterflies demonstrate complex #behaviors as part of their natural ecologies. #SpatialLearning appears to permit them to extract and process diverse information from their environment, allowing them to perform complex tasks.
Consistent with the apparent foraging importance of long-range spatial learning for #traplining—as human trappers check lines of traps—butterflies appear to be capable of #SpatialLearning. They may be able to #learn “spatial information” at large scales. google.com/search?q=trapl…
Kicking off the New Year with a splash of knowledge! Today, we delved into watershed delineation, making our first training session of the year truly special. A big thank you to everyone who joined – here's to a year of continued spatial exploration!#GeosarRwanda #SpatialLearning
Coast to coast, Mass Virtual is on the move! 🌊 Catch us at #AWE2024 in Long Beach, June 18-20, Booth 809. Experience firsthand how our #XRTraining platforms are reshaping professional development with #SpatialLearning. See you there! 👁🗨hubs.la/Q02BmpGd0 #XR #AWEUSA
Today's geospatial journey took an exciting turn!🌐We delved deep into the intricacies of Land Use Land Cover Change Detection. A session filled with insights and hands-on learning. Stay tuned for more geospatial adventures! #GeosarRwanda #ChangeDetection #SpatialLearning
FREE WEBINAR: XR and #Spatial#Learning Outlook for 2024 @AndersGronstedt REGISTER: bit.ly/47Z62rm #spatiallearning #training #learning #traininganddevelopment #learninganddevelopment
12PM EST: XR and #Spatial#Learning Outlook for 2024 @AndersGronstedt REGISTER: bit.ly/47Z62rm #spatiallearning #training #learning #traininganddevelopment #learninganddevelopment
Using spatial learning to transform math and science education buff.ly/40iWqXI #SpatialLearning #Mathematics #Science #Education #technology #Gadgets #VR #VirtualReality #AR #AugmentedeReallity
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