deep learning and artificial intelligence for global tropical storm forecasting
In the vanguard of meteorological innovation, ‘hurricane-tts‘ emerges as a monumental integration of advanced technologies, setting new standards in delivering critical storm alerts. At its core, the project harnesses the massively multilingual Text-to-Speech capabilities from Facebook AI Research (FAIR), transforming weather data into spoken word with unparalleled linguistic diversity. Coupled with the analytical prowess of…
We are excited to present our interactive global storm tracking map, available at https://fluids.ai/map/. This platform is built to provide real-time tracking of global storms, including Hurricane Milton, a Category 5 storm that recently made landfall as a Category 3 storm near Florida’s west coast. Using advanced satellite imagery and data feeds, users can monitor…
The original vision was formed in early 2017. Since then, fluids has excelled at the weather and atmospheric sciences including innovations in deep learning, artificial intelligence, and tropical storm forecasting.
Cyclone Freddy was a very fierce, surprisingly chronic, high-octane, and lethal storm that made its way across the Southern part of the Indian Ocean for almost six weeks in March and February 2023. Satellite image of cyclone Freddy generated via Stability-AI What Determined the Intensity of Cyclone Freddy? To determine if Tropical Cyclone Freddy has…
Edge AI requires that the artificial intelligence calculates their responses either on your device or near the edge. Our recent developments have successfully engineered technology that achieves this goal while also alleviating environmental and safety concerns. After half a year of benchmarking, performance tuning, and monitoring, there is enough data to draw conclusions and publish…
Madagascans are facing the wrath of Cheneso, which severely impacted the country and left dozens homeless and stranded in floodwaters and under collapsed bridges. Starting on the 18th of January 2023, it continued till the 29th of January when the world was looking forward to a better year; the Madagascans found themselves in a tumultuous…
“The No. 1 killer in all of these storms is water” Deanne Criswell, Federal Emergency Management Agency’s administrator The 2023 Atlantic Hurricane Season was devastating, with peak winds of 145 knots (166.86 mph), based on NOAA’s HURDAT2 data. The analysis utilizes the Saffir-Simpson scale to categorize storms, with Category 5 hurricanes like Lee representing the…
AI was not used to generate any content or code. Any assistance was for grammar and proofreading. While the official Atlantic hurricane season begins on June 1st and ends on November 30th, does every day have an equal chance of a severe hurricane? If not, on which days are they most active? These are questions…
Prompt Used: A satellite image of the Atlantic Hurricane Caption: A Satellite Image Of Hurricane Generated Via DALL-E The 2022 hurricane season was cataclysmic and one of the most potent events to be ever recorded. The National Oceanic and Atmospheric Administration (NOAA) recorded a total of 14 storms, out of which 8 turned into…
Hurricane Ian started as a Category 3 storm and soon gained frequency to turn into a Category 4 hurricane with winds raging at 150mph, causing massive damage in Florida. The hurricane gained its strength after crossing the Gulf of Mexico and entered Florida with a speed of 130mph, turning into a Category 4 storm. Recently,…