Video wird geladen...

Video konnte nicht geladen werden

Zur Startseite

Distributed energy is harder to map than centralized infrastructure, but cutting-edge AI tools can help. Shown: identifying rooftop solar panels in a suburban neighborhood with Mapbox imagery, Meta's SAM3. Useful for utilities, grid planners, and solar prospecting.

kyle_e_walker's profile picture

Kyle Walker

18,757 subscribers

26,326 Aufrufe • vor 9 Monaten •via X (Twitter)

LIVE

Anya Rossi• Live Now

Private livecam show

0 Kommentare

Keine Kommentare verfügbar

Kommentare vom Original-Post werden hier angezeigt

Ähnliche Videos

Nearly 1500 swimming pools found across a 10 square kilometer suburban area, all from a single text prompt. Meta's SAM3 and Mapbox imagery combine for incredible zero-shot geospatial intelligence.
0:43

Nearly 1500 swimming pools found across a 10 square kilometer suburban area, all from a single text prompt. Meta's SAM3 and Mapbox imagery combine for incredible zero-shot geospatial intelligence.

Kyle Walker

155,619 Aufrufe • vor 9 Monaten

Abdel Karim Atallah is an electrical engineer in Gaza who, despite limited resources, works on renewable energy maintenance to help his community. Using broken solar panels and a few tools, Atallah installs and maintains water wells and solar panel systems to ensure that
0:59

Abdel Karim Atallah is an electrical engineer in Gaza who, despite limited resources, works on renewable energy maintenance to help his community. Using broken solar panels and a few tools, Atallah installs and maintains water wells and solar panel systems to ensure that

Eye on Palestine

18,661 Aufrufe • vor 2 Jahren

Can India double its electrification levels from less than 20% to 40% in the next decade? Mr. Vineet Mittal, Chairman, Avaada Group, believes this is an achievable goal. In this conversation, he explains how affordable, round-the-clock clean power, with tariffs fixed for 25 years, can support India's economic growth while reducing environmental impact. A compelling perspective on how India can advance towards becoming a developed nation by balancing three priorities: economic growth, energy substitution and environmental responsibility. NDTV Avaada Electro Avaada Group, Avaada Electro, Vineet Mittal, NDTV World Summit, Renewable Energy, Clean Energy, Energy Transition, Green India, Solar Energy Net Zero, Solar Manufacturing, Energy Storage, Battery Storage, Wind Energy, Green Fuels, Green Hydrogen, BESS, Sustainable Energy, Renewable Energy Company, Avaada Superfactory, Solar Energy, Solar Panel, Solar Module, Solar Module Manufacturer, Sustainable Energy Solutions, Top Solar Company, Best Solar Company, Top Solar Module, Best Solar Panel, TOPCon Solar, Solar Rooftop, Solar EPC, Bifacial Solar Panels, Solar Company, Industrial Solar, Solar Power, Solar System, TOPCon Solar Panel, Solar Installation, PM Kusum, DCR Module, PM Surya Ghar Yojana, DCR Solar, Solar Panel Company in India, Avaada Super Factory, Solar Module Manufacturing Company in India, Solar EPC Company, Top Solar Panel Company, Best Renewable Energy Company, Top Renewable Energy Company, Solar Man
1:21

Can India double its electrification levels from less than 20% to 40% in the next decade? Mr. Vineet Mittal, Chairman, Avaada Group, believes this is an achievable goal. In this conversation, he explains how affordable, round-the-clock clean power, with tariffs fixed for 25 years, can support India's economic growth while reducing environmental impact. A compelling perspective on how India can advance towards becoming a developed nation by balancing three priorities: economic growth, energy substitution and environmental responsibility. NDTV Avaada Electro Avaada Group, Avaada Electro, Vineet Mittal, NDTV World Summit, Renewable Energy, Clean Energy, Energy Transition, Green India, Solar Energy Net Zero, Solar Manufacturing, Energy Storage, Battery Storage, Wind Energy, Green Fuels, Green Hydrogen, BESS, Sustainable Energy, Renewable Energy Company, Avaada Superfactory, Solar Energy, Solar Panel, Solar Module, Solar Module Manufacturer, Sustainable Energy Solutions, Top Solar Company, Best Solar Company, Top Solar Module, Best Solar Panel, TOPCon Solar, Solar Rooftop, Solar EPC, Bifacial Solar Panels, Solar Company, Industrial Solar, Solar Power, Solar System, TOPCon Solar Panel, Solar Installation, PM Kusum, DCR Module, PM Surya Ghar Yojana, DCR Solar, Solar Panel Company in India, Avaada Super Factory, Solar Module Manufacturing Company in India, Solar EPC Company, Top Solar Panel Company, Best Renewable Energy Company, Top Renewable Energy Company, Solar Man

Avaada Group

137,967 Aufrufe • vor 11 Tagen

. Great British Energy is partnering with Department for Education and Department of Health and Social Care to bring down energy bills for schools and hospitals through new solar panels which will help save up to £400 million in energy bills 🏥 Find out what staff think about solar panels and our clean power mission 📽️👇
0:59

. Great British Energy is partnering with Department for Education and Department of Health and Social Care to bring down energy bills for schools and hospitals through new solar panels which will help save up to £400 million in energy bills 🏥 Find out what staff think about solar panels and our clean power mission 📽️👇

Department for Energy Security and Net Zero

21,545 Aufrufe • vor 1 Jahr

Solar installer raises concerns over steep rooftop while installing solar panels in Lagos
1:45

Solar installer raises concerns over steep rooftop while installing solar panels in Lagos

Instablog9ja

279,655 Aufrufe • vor 2 Monaten

Elon Musk predicts AI compute in space could become cheaper than terrestrial AI far sooner than most people expect....possibly within just 2–3 years Because solar panels in orbit can generate roughly 5x more usable energy than on Earth because there’s: • No atmosphere blocking sunlight • No day-night cycle • No seasonal variation • Continuous exposure to the Sun • Far higher solar energy efficiency than on Earth Space-based solar can eventually become cheaper than terrestrial solar because you don’t need massive protective structures, heavy glass, or weather-resistant infrastructure And once launch costs fall low enough with fully reusable rockets like Starship, deploying AI clusters in orbit could become economically compelling The future of AI will scale with solar-powered compute infrastructure operating directly in space
1:10

Elon Musk predicts AI compute in space could become cheaper than terrestrial AI far sooner than most people expect....possibly within just 2–3 years Because solar panels in orbit can generate roughly 5x more usable energy than on Earth because there’s: • No atmosphere blocking sunlight • No day-night cycle • No seasonal variation • Continuous exposure to the Sun • Far higher solar energy efficiency than on Earth Space-based solar can eventually become cheaper than terrestrial solar because you don’t need massive protective structures, heavy glass, or weather-resistant infrastructure And once launch costs fall low enough with fully reusable rockets like Starship, deploying AI clusters in orbit could become economically compelling The future of AI will scale with solar-powered compute infrastructure operating directly in space

X Freeze

20,162 Aufrufe • vor 6 Monaten

1,890 swimming pools found across a 5 square mile suburban neighborhood with zero-shot image segmentation. Lower the confidence threshold to find even more! Use the interactive explorer in the {geosam} R package to try out Meta's SAM3 for satellite imagery analysis yourselves.
1:00

1,890 swimming pools found across a 5 square mile suburban neighborhood with zero-shot image segmentation. Lower the confidence threshold to find even more! Use the interactive explorer in the {geosam} R package to try out Meta's SAM3 for satellite imagery analysis yourselves.

Kyle Walker

50,572 Aufrufe • vor 7 Monaten

Great British Energy is coming to you 🫵 Our publicly-owned energy company is rolling out solar panels for schools and NHS sites across England. Cutting bills and saving money for frontline services.
0:53

Great British Energy is coming to you 🫵 Our publicly-owned energy company is rolling out solar panels for schools and NHS sites across England. Cutting bills and saving money for frontline services.

Ed Miliband

915,647 Aufrufe • vor 1 Jahr

🚨NEW: It's time for a rooftop revolution - I'm calling on Govt to make solar panels mandatory on all suitable new homes. 🏠☀️ Short thread 🧵 Solar Energy UK Possible Greenpeace UK
0:53

🚨NEW: It's time for a rooftop revolution - I'm calling on Govt to make solar panels mandatory on all suitable new homes. 🏠☀️ Short thread 🧵 Solar Energy UK Possible Greenpeace UK

Caroline Lucas

131,097 Aufrufe • vor 3 Jahren

CHINA IS TURNING MOUNTAINS INTO SOLAR FARMS - WITH DRONES In a flex of scale and tech, China’s using drones to blanket remote hillsides with millions of solar panels - like a real-life game of renewable Minecraft. The project shown here is likely in Shanxi, part of a nationwide push to turn rugged terrain into clean energy engines. No country installs - or produces - more solar than China. And they’re not slowing down. Source: daily_learningfacts
2:13

CHINA IS TURNING MOUNTAINS INTO SOLAR FARMS - WITH DRONES In a flex of scale and tech, China’s using drones to blanket remote hillsides with millions of solar panels - like a real-life game of renewable Minecraft. The project shown here is likely in Shanxi, part of a nationwide push to turn rugged terrain into clean energy engines. No country installs - or produces - more solar than China. And they’re not slowing down. Source: daily_learningfacts

Mario Nawfal

832,907 Aufrufe • vor 1 Jahr

Nearly 800 swimming pools identified from Mapbox satellite imagery with Meta's SAM3 in a section of Beverly Hills. In the soon-to-be-released {geosam} R package: review results by confidence level, filter, then export. This is shaping into a tool for serious applied work.
0:36

Nearly 800 swimming pools identified from Mapbox satellite imagery with Meta's SAM3 in a section of Beverly Hills. In the soon-to-be-released {geosam} R package: review results by confidence level, filter, then export. This is shaping into a tool for serious applied work.

Kyle Walker

285,468 Aufrufe • vor 11 Monaten

We have stepped up our renewable energy market. Most households now have solar panels, first for their own use but ZESA has given everybody an opportunity to have a net metering meter so that when you are not using your solar energy you can send it to the grid and you will be given credit. At present we are already having 32MW in relation to what is coming from solar in terms of net metering."
2:59

We have stepped up our renewable energy market. Most households now have solar panels, first for their own use but ZESA has given everybody an opportunity to have a net metering meter so that when you are not using your solar energy you can send it to the grid and you will be given credit. At present we are already having 32MW in relation to what is coming from solar in terms of net metering."

Nick Mangwana

30,826 Aufrufe • vor 1 Jahr

🌋⚡ Mining #Bitcoin off-grid with solar panels… on a volcano… in Bali?! Yep, you read that right! Thanks to Satoshi Solar and , we’re turning sunshine into sats. ☀️🧡
1:53

🌋⚡ Mining #Bitcoin off-grid with solar panels… on a volcano… in Bali?! Yep, you read that right! Thanks to Satoshi Solar and , we’re turning sunshine into sats. ☀️🧡

Bitcoin House Bali

34,557 Aufrufe • vor 1 Jahr

Interactive well pad identification in the Permian Basin using Meta's Segment Anything Model 3. Draw a box around one well pad using Mapbox imagery; SAM3 finds similar objects in the view. So many use-cases for AI in oil & gas, and I'm not just talking about ChatGPT.
0:41

Interactive well pad identification in the Permian Basin using Meta's Segment Anything Model 3. Draw a box around one well pad using Mapbox imagery; SAM3 finds similar objects in the view. So many use-cases for AI in oil & gas, and I'm not just talking about ChatGPT.

Kyle Walker

12,214 Aufrufe • vor 9 Monaten

This solar energy farm in Australia is made up of more than 1 million solar panels. It will produce enough energy to power over 200,000 households. We have so many solutions. Implement them. #ActOnClimate #climate #energy #renewables
1:26

This solar energy farm in Australia is made up of more than 1 million solar panels. It will produce enough energy to power over 200,000 households. We have so many solutions. Implement them. #ActOnClimate #climate #energy #renewables

Mike Hudema

140,928 Aufrufe • vor 3 Jahren

Something remarkable just happened in Pakistan. In only 8 months, citizens built the equivalent of half the country’s national electric grid, without waiting for government or utilities. How? ☀️ Cheap solar panels ☀️ TikTok tutorials showing how to install them ☀️ Farmers leading the way, swapping diesel pumps for solar The results: ✅ Diesel sales dropped 35% in one year ✅ Families slashed costs and gained energy independence ✅ National demand on the grid actually declined because of so much distributed generation This isn’t just about Pakistan. It’s a glimpse of how fast the world can shift when technology gets cheap enough and people take energy into their own hands. These are the kinds of numbers that change the world. 🎧 Full Energy Capital Podcast episode with Bill McKibben here: #EnergyTransition #Solar #Pakistan #EnergyCapitalPodcast
2:17

Something remarkable just happened in Pakistan. In only 8 months, citizens built the equivalent of half the country’s national electric grid, without waiting for government or utilities. How? ☀️ Cheap solar panels ☀️ TikTok tutorials showing how to install them ☀️ Farmers leading the way, swapping diesel pumps for solar The results: ✅ Diesel sales dropped 35% in one year ✅ Families slashed costs and gained energy independence ✅ National demand on the grid actually declined because of so much distributed generation This isn’t just about Pakistan. It’s a glimpse of how fast the world can shift when technology gets cheap enough and people take energy into their own hands. These are the kinds of numbers that change the world. 🎧 Full Energy Capital Podcast episode with Bill McKibben here: #EnergyTransition #Solar #Pakistan #EnergyCapitalPodcast

Doug Lewin

783,444 Aufrufe • vor 1 Jahr

🇨🇳 China is Using Robots Powered by Solar Panels to Clean Solar Panels.
0:44

🇨🇳 China is Using Robots Powered by Solar Panels to Clean Solar Panels.

Jackson Hinkle 🇺🇸

144,457 Aufrufe • vor 4 Monaten

Tesla Home included in every Powerwall The AI-powered home energy management system comes standard to automatically optimize your energy usage and help lower your electricity bills - Powered by Opticaster, our proven AI optimization software deployed in over 1M Powerwalls that predicts solar generation & consumption, then automatically manages how your energy is used - Monitor & control real-time energy flow, savings & system status in the Tesla app - Works with Solar Panels, Solar Roof, Wall Connector & other third-party energy products with no additional equipment needed
1:08

Tesla Home included in every Powerwall The AI-powered home energy management system comes standard to automatically optimize your energy usage and help lower your electricity bills - Powered by Opticaster, our proven AI optimization software deployed in over 1M Powerwalls that predicts solar generation & consumption, then automatically manages how your energy is used - Monitor & control real-time energy flow, savings & system status in the Tesla app - Works with Solar Panels, Solar Roof, Wall Connector & other third-party energy products with no additional equipment needed

Tesla Energy

131,257 Aufrufe • vor 4 Monaten

IKEA has installed 1M+ solar panels, owns 49 wind farms and 26 solar parks, and now matches 94.8% of its electricity use with renewables. A furniture retailer has become one of the world's largest corporate renewable energy investors. The transition is bigger than utilities. Ingka Group (the company that runs most IKEA stores worldwide) has already invested €4.3 billion into renewable energy and plans to lift that to €7.5 billion by 2030. Its wind and solar assets already generate enough electricity to match the annual consumption of more than 1.47 million European households, while rooftop solar continues rolling out across IKEA stores and warehouses worldwide. This is what mainstream disruption looks like. Companies aren't waiting for governments or utilities to lead. They're investing billions because renewables increasingly offer the lowest-cost path to long-term energy security and resilience. Furniture retailer? More like a clean energy company that happens to sell flat-pack furniture.
1:00

IKEA has installed 1M+ solar panels, owns 49 wind farms and 26 solar parks, and now matches 94.8% of its electricity use with renewables. A furniture retailer has become one of the world's largest corporate renewable energy investors. The transition is bigger than utilities. Ingka Group (the company that runs most IKEA stores worldwide) has already invested €4.3 billion into renewable energy and plans to lift that to €7.5 billion by 2030. Its wind and solar assets already generate enough electricity to match the annual consumption of more than 1.47 million European households, while rooftop solar continues rolling out across IKEA stores and warehouses worldwide. This is what mainstream disruption looks like. Companies aren't waiting for governments or utilities to lead. They're investing billions because renewables increasingly offer the lowest-cost path to long-term energy security and resilience. Furniture retailer? More like a clean energy company that happens to sell flat-pack furniture.

Chris Meder

29,784 Aufrufe • vor 5 Monaten