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We’re announcing Canopy Height Maps v2 (CHMv2), an open source model for high-resolution global forest canopy mapping, developed in partnership with the World Resources Institute. CHMv2 leverages our DINOv3 Sat-L vision model, specifically optimized for satellite imagery, to deliver substantial improvements in accuracy, detail, and global consistency. 🔗 Learn more:

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AI at Meta

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64,514 görüntüleme • 3 ay önce •via X (Twitter)

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Have you explored the global 1-meter map of tree canopy height by AI at Meta and World Resources Institute? I decided to take a look at Golden Gate Park in SF. Here are the results, with 0.6-meter NAIP imagery overlaid. Many thanks to Samapriya Roy, PhD. for his super fast work as always!
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Have you explored the global 1-meter map of tree canopy height by AI at Meta and World Resources Institute? I decided to take a look at Golden Gate Park in SF. Here are the results, with 0.6-meter NAIP imagery overlaid. Many thanks to Samapriya Roy, PhD. for his super fast work as always!

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Introducing DINOv3: a state-of-the-art computer vision model trained with self-supervised learning (SSL) that produces powerful, high-resolution image features. For the first time, a single frozen vision backbone outperforms specialized solutions on multiple long-standing dense prediction tasks. Learn more about DINOv3 here:
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Introducing DINOv3: a state-of-the-art computer vision model trained with self-supervised learning (SSL) that produces powerful, high-resolution image features. For the first time, a single frozen vision backbone outperforms specialized solutions on multiple long-standing dense prediction tasks. Learn more about DINOv3 here:

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Challenges are moving faster than static maps ever could. With Tony Blair Institute for Global Change, we’re helping the Philippine government embed near-daily, high-resolution satellite data & AI into decision-making. 📹Learn how they’ve been able to shift from reactive response to proactive resilience.
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Challenges are moving faster than static maps ever could. With Tony Blair Institute for Global Change, we’re helping the Philippine government embed near-daily, high-resolution satellite data & AI into decision-making. 📹Learn how they’ve been able to shift from reactive response to proactive resilience.

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17,993 görüntüleme • 3 ay önce

1/ Tencent releases HY World 1.5 (WorldPlay), an open-source real-time world model with 24fps A streaming video diffusion model that enables real-time, interactive world modeling with long-term geometric consistency In direct comparison to Genie 3, it's technically inferior, and there's no information on how long the consistency will last. However, Tencent has released a significant world model as open source for the first time, making it available to everyone. A few more examples, a thread 🧵
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1/ Tencent releases HY World 1.5 (WorldPlay), an open-source real-time world model with 24fps A streaming video diffusion model that enables real-time, interactive world modeling with long-term geometric consistency In direct comparison to Genie 3, it's technically inferior, and there's no information on how long the consistency will last. However, Tencent has released a significant world model as open source for the first time, making it available to everyone. A few more examples, a thread 🧵

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Google's smartest and most contextually informed model optimized for character consistency, text rendering, professional-grade creative control and accuracy.
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Google's smartest and most contextually informed model optimized for character consistency, text rendering, professional-grade creative control and accuracy.

Leonardo.Ai

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🚀 GeoAI Tutorial 23: Building Detection from Aerial Imagery and LiDAR Data 🏙️🛰️ In this tutorial, I demonstrate how to train a deep learning segmentation model for building detection by combining aerial/satellite imagery with LiDAR data. You'll learn how to fuse multi-source remote sensing data to improve model accuracy and robustness. 🔗 Tutorial video: 📓 Notebook example: 💻 GitHub repo: 📚 Documentation: 🎥 Full playlist: #GeoAI #geospatial #AI #Python #DeepLearning
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🚀 GeoAI Tutorial 23: Building Detection from Aerial Imagery and LiDAR Data 🏙️🛰️ In this tutorial, I demonstrate how to train a deep learning segmentation model for building detection by combining aerial/satellite imagery with LiDAR data. You'll learn how to fuse multi-source remote sensing data to improve model accuracy and robustness. 🔗 Tutorial video: 📓 Notebook example: 💻 GitHub repo: 📚 Documentation: 🎥 Full playlist: #GeoAI #geospatial #AI #Python #DeepLearning

Qiusheng Wu

12,194 görüntüleme • 11 ay önce

Today we’re announcing two new updates in our computer vision work — a new, expanded license for our DINOv2 model and the release of FACET, a comprehensive new benchmark dataset to help evaluate and improve fairness in vision models. More details ➡️ 🧵
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Today we’re announcing two new updates in our computer vision work — a new, expanded license for our DINOv2 model and the release of FACET, a comprehensive new benchmark dataset to help evaluate and improve fairness in vision models. More details ➡️ 🧵

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453,938 görüntüleme • 2 yıl önce

We’re redefining what’s possible with AI. With the release of our latest model, Command A, optimized for real-world agentic and multilingual tasks, we’re demonstrating our commitment to bringing enterprises AI that goes beyond the ordinary, and offers security & efficiency. Our team has developed highly capable and efficient models that can be run on just 2 GPUs. Check out our tech report to learn more:
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We’re redefining what’s possible with AI. With the release of our latest model, Command A, optimized for real-world agentic and multilingual tasks, we’re demonstrating our commitment to bringing enterprises AI that goes beyond the ordinary, and offers security & efficiency. Our team has developed highly capable and efficient models that can be run on just 2 GPUs. Check out our tech report to learn more:

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Why #XRP? – It’s built for real-world impact! XRP powers the XRP Ledger (#XRPL) — an open-source blockchain built for high-speed, low-cost global payments. It settles transactions in 3–5 seconds, with fees often less than a fraction of a cent. It’s also gaining traction for institutional adoption and real-world use cases like: - Global remittances - Liquidity management - Potential SWIFT alternative Download our factsheet to learn more:
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Why #XRP? – It’s built for real-world impact! XRP powers the XRP Ledger (#XRPL) — an open-source blockchain built for high-speed, low-cost global payments. It settles transactions in 3–5 seconds, with fees often less than a fraction of a cent. It’s also gaining traction for institutional adoption and real-world use cases like: - Global remittances - Liquidity management - Potential SWIFT alternative Download our factsheet to learn more:

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Free Maxar/Vantor Satellite Imagery for Disaster Response - QGIS and MapLibre Plugins Demo Want to download free high-resolution satellite imagery in QGIS? In this tutorial, I’ll show you how to access and visualize imagery from the Vantor (formerly Maxar) Open Data Program using two powerful plugins, no programming required. The Vantor Open Data Program provides free satellite imagery to support global disaster response and recovery efforts. These plugins make it easy to search, filter, preview, and download imagery directly inside QGIS or in web applications built with MapLibre GL. MapLibre GL Plugin GitHub: Live Demo: QGIS Plugin: GitHub: Plugin Page: Vantor Open Data Program: #QGIS #Maxar #SatelliteImagery #DisasterResponse #OpenSource
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Free Maxar/Vantor Satellite Imagery for Disaster Response - QGIS and MapLibre Plugins Demo Want to download free high-resolution satellite imagery in QGIS? In this tutorial, I’ll show you how to access and visualize imagery from the Vantor (formerly Maxar) Open Data Program using two powerful plugins, no programming required. The Vantor Open Data Program provides free satellite imagery to support global disaster response and recovery efforts. These plugins make it easy to search, filter, preview, and download imagery directly inside QGIS or in web applications built with MapLibre GL. MapLibre GL Plugin GitHub: Live Demo: QGIS Plugin: GitHub: Plugin Page: Vantor Open Data Program: #QGIS #Maxar #SatelliteImagery #DisasterResponse #OpenSource

Qiusheng Wu

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A Sumatran orangutan has been filmed using a canopy bridge in Indonesia, in what conservationists say is a world first for the species. Experts say the moment shows critically endangered orangutans can use canopy bridges to overcome forest fragmentation, a major threat to their survival. 🔗
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A Sumatran orangutan has been filmed using a canopy bridge in Indonesia, in what conservationists say is a world first for the species. Experts say the moment shows critically endangered orangutans can use canopy bridges to overcome forest fragmentation, a major threat to their survival. 🔗

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📢 DEPIN MEETS SUPERIOR MAPPING TECHNOLOGY 📢 We’re excited to announce our collaboration with Grab, Southeast Asia’s leading super app, to reshape the mapping industry 🗺️ By joining forces, we’re making high-fidelity, freshly updated maps a global reality 💪
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📢 DEPIN MEETS SUPERIOR MAPPING TECHNOLOGY 📢 We’re excited to announce our collaboration with Grab, Southeast Asia’s leading super app, to reshape the mapping industry 🗺️ By joining forces, we’re making high-fidelity, freshly updated maps a global reality 💪

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Introducing Meta Perception Language Model (PLM): an open & reproducible vision-language model tackling challenging visual tasks. Learn more about how PLM can help the open source community build more capable computer vision systems. Read the research paper, and download the code and dataset:
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Introducing Meta Perception Language Model (PLM): an open & reproducible vision-language model tackling challenging visual tasks. Learn more about how PLM can help the open source community build more capable computer vision systems. Read the research paper, and download the code and dataset:

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DINO-X: A Unified Vision Model for Open-World Object Detection and Understanding TL;DR: DINO-X Pro: sota model with enhanced perception capabilities for various scenarios; DINO-X Edge: model optimized for faster inference speed and better suited for deployment on edge devices
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DINO-X: A Unified Vision Model for Open-World Object Detection and Understanding TL;DR: DINO-X Pro: sota model with enhanced perception capabilities for various scenarios; DINO-X Edge: model optimized for faster inference speed and better suited for deployment on edge devices

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Open source isn't just good for developers, it's one of America's strongest tools for AI security. More models means more defenders and more front doors protected. Earlier this week at the Milken Institute Global Conference, Jensen sat down with @beckyquick to explain why 👇
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Open source isn't just good for developers, it's one of America's strongest tools for AI security. More models means more defenders and more front doors protected. Earlier this week at the Milken Institute Global Conference, Jensen sat down with @beckyquick to explain why 👇

NVIDIA AI

75,424 görüntüleme • 1 ay önce

Global demand for critical minerals and metals is increasing. In partnership with First Nations we will rise to seize this opportunity - protecting our land and water at the same time. Learn more:
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Global demand for critical minerals and metals is increasing. In partnership with First Nations we will rise to seize this opportunity - protecting our land and water at the same time. Learn more:

David Eby

25,538 görüntüleme • 1 yıl önce

Navigating the future together. We teamed up with Google Maps to build a navigation product that specifically supports Rivian’s EV driver experience with the best possible accuracy. Check out Rivian Navigation with Google Maps in our latest software update and learn more:
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Navigating the future together. We teamed up with Google Maps to build a navigation product that specifically supports Rivian’s EV driver experience with the best possible accuracy. Check out Rivian Navigation with Google Maps in our latest software update and learn more:

Rivian

43,436 görüntüleme • 11 ay önce

✨ Announcing NanoClaw v2, in partnership with Vercel. We completely rebuilt how NanoClaw agents communicate with the outside world. v2 brings agent-to-agent communication, human-in-the-loop-approvals, support for 15 messaging platforms, and more. A thread on what's new:
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✨ Announcing NanoClaw v2, in partnership with Vercel. We completely rebuilt how NanoClaw agents communicate with the outside world. v2 brings agent-to-agent communication, human-in-the-loop-approvals, support for 15 messaging platforms, and more. A thread on what's new:

NanoClaw

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🚗 NeoTech x Google Maps 🌍 We’re proud to announce that NeoTech has collaborated with Google Maps, leveraging our resources to capture and provide high-precision mapping data. There’s so much to look forward to in 2025! 🚀 #NeoTech #GoogleMaps #3DMapping
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🚗 NeoTech x Google Maps 🌍 We’re proud to announce that NeoTech has collaborated with Google Maps, leveraging our resources to capture and provide high-precision mapping data. There’s so much to look forward to in 2025! 🚀 #NeoTech #GoogleMaps #3DMapping

NeoTech

90,999 görüntüleme • 1 yıl önce

Autonomous navigation in EW-contested environments is a field where Ukraine is setting global trends. While the world has relied on GPS, we have developed alternative satellite-independent navigation methods. And today, this expertise is unique to the global defense market. This is the reason why companies like Farsight Vision attract investments. Learn more about their system in the video👇
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Autonomous navigation in EW-contested environments is a field where Ukraine is setting global trends. While the world has relied on GPS, we have developed alternative satellite-independent navigation methods. And today, this expertise is unique to the global defense market. This is the reason why companies like Farsight Vision attract investments. Learn more about their system in the video👇

BRAVE1

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