The AI Podcast DigitalPath's Ethan Higgins On Using AI to Fight Wildfires Ep. 211
DigitalPath is igniting change in the Golden State - using computer vision, generative adversarial networks and a network of thousands of cameras to detect signs of fire in real time.
In the latest episode of NVIDIA's AI Podcast, host Noah Kravtiz spoke with DigitalPath System Architect Ethan Higgins about the company's role in the ALERTCalifornia initiative, a collaboration between California's wildfire fighting agency CAL FIRE and the University of California, San Diego.
DigitalPath built computer vision models to process images collected from network cameras - anywhere from 8 million to 16 million a day - intelligently identifying signs of fire like smoke.
One of the things we realized early on, though, is that it's not necessarily a problem about just detecting a fire in a picture, Higgins said. It's a process of making a manageable amount of data to handle.
That's because, he explained, it's unlikely that humans will be entirely out of the loop in the detection process for the foreseeable future.
The company uses various AI algorithms to classify images based on whether they should be reviewed or acted upon - if so, an alert is sent out to a CAL FIRE command center.
One of the downsides to using computer vision to detect wildfires is that extinguishing more fires means a greater buildup of natural fuel and the potential for larger wildfires in the long term. DigitalPath and UCSD are exploring the use of high-resolution lidar data to identify where those fuels can be released in the form of prescribed burns.
Looking ahead, Higgins foresees the field tapping generative AI to accelerate new simulation tools and using AI models to analyze the output of other models to doubly improve wildfire prediction and detection.
AI is not perfect, but when you couple multiple models together, it can get really close, he said.
You Might Also Like Driver's Ed: How Waabi Uses AI Simulation to Teach Autonomous Vehicles to Drive Teaching the AI brains of autonomous vehicles to understand the world as humans do requires billions of miles of driving experience-the road to achieving this astronomical level of driving leads to the virtual world. Learn how Waabi uses powerful high-fidelity simulations to train and develop production-level autonomous vehicles.
Polestar's Dennis Nobelius on the Sustainable Performance Brand's Plans Driving enjoyment and autonomous driving capabilities can complement one another in intelligent, sustainable vehicles. Learn about the automaker's plans to unveil its third vehicle, the Polestar 3, the tech inside it, and what the company's racing heritage brings to the intersection of smarts and sustainability.
GANTheftAuto: Harrison Kinsley on AI-Generated Gaming Environments Humans playing games against machines is nothing new, but now computers can develop games for people to play. Programming enthusiast and social media influencer Harrison Kinsley created GANTheftAuto, an AI-based neural network that generates a playable chunk of the classic video game Grand Theft Auto V.
Subscribe to the AI Podcast, Now Available on Amazon Music The AI Podcast is now available through Amazon Music.
In addition, get the AI Podcast through iTunes, Google Podcasts, Google Play, Castbox, DoggCatcher, Overcast, PlayerFM, Pocket Casts, Podbay, PodBean, PodCruncher, PodKicker, Soundcloud, Spotify, Stitcher and TuneIn.
Make the AI Podcast better: Have a few minutes to spare? Fill out this listener survey.
Most recent headlines
23/12/2025
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
23/12/2025
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
23/12/2025
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
23/12/2025
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
23/12/2025
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
23/12/2025
Taking the Stage at Carnegie Hall-On a Global Scale Boston Conservatory Orchestra students reflect on their epic concert marking the 80th session of the UN Gene...
22/12/2025
SVG New Sponsor Spotlight: Presidio's Neerav Shah on the Role of Its Captiva...
22/12/2025
Hitting the bullseye: Sky Sports readies itself for the biggest PDC World Darts ...
22/12/2025
Unique skillset: Bringing new directors to the world of darts at The Worlds with...
22/12/2025
Gravity Media prepares for a flight of fancy with the PDC World Darts Championsh...
22/12/2025
One hundred and eighty: Gravity Media on hitting the production bullseye at the ...
22/12/2025
The Famous Group's Jon Slusser on Fascinating Fans Through Immersive Content...
22/12/2025
ESPN's Meg Aronowitz on Continuing High-Quality Broadcasts of Collegiate Spo...
22/12/2025
ESPN Takes Data-Driven Storytelling to New Heights with MNF Playbook with Next ...
22/12/2025
For a decade, popular German podcast Fest & Flauschig has hosted an annual Chris...
22/12/2025
Paramount Scores Largest Share Increase Among Distributors as Paramount and CBS...
22/12/2025
New multi-year deal integrates Roku's data to fuel Nielsen's measurement suite
Roku gains access to Nielsen's streaming ratings, showing The Roku C...
22/12/2025
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
22/12/2025
Berklee Wrapped 2025: Our Top News and Stories A look back at a year highlighted by faculty milestones, major film and television projects, Bob Dylan's ho...
22/12/2025
The works of Plato state that when humans have an experience, some level of change occurs in their brain, which is powered by memory - specifically long-term me...
22/12/2025
Partnership integrates complementary satellite data and AI analytics to enhance security, infrastructure, and environmental monitoring solutions for global cust...
22/12/2025
Workflows allow you to create a sequence of planned events which may be added to your template(s) or inserted directly into your sequential or background playli...
22/12/2025
Monday 22 December 2025
Sky extends PGA TOUR partnership until 2029, as Sky Spo...
22/12/2025
Back to All News
Global Anime Hits and New Releases Take Center Stage at Jump Festa 2026
Entertainment
22 December 2025
GlobalJapan
Link copied to clipboar...
22/12/2025
Siobh n McSweeney, Rory McIlroy, Elon Musk, Catherine Connolly, Jim Gavin, Ivan Yates and Traitor Paudie Moloney lead new characters for Callan Kicks the Year 2...
22/12/2025
Winner announced in the picturesque surroundings of Wicklow's Avondale Tower and Treetop Walk
Andrew Trimble wins the show in his first series as coach
Th...
22/12/2025
The 2025 winners have been announced today, Sunday 21 December, for Ireland's largest choral competition Choirs for Christmas hosted by RT lyric fm.
Ove...
21/12/2025
Back to All News
Legoshi and Haru's Story Reaches Its Finale: BEASTARS Fin...
21/12/2025
John Shortt named Young Sportsperson of the Year Kerry are the Team of the Year
...
20/12/2025
Atomos announced the immediate availability of a new firmware update for its Ninja TX GO and Ninja TX monitor-recorders, unlocking ProRes RAW recording from the...
20/12/2025
CJP Broadcast has completed the digitisation of the European Gymnastics tape archive, converting 328 tapes containing more than forty years of recorded material...
20/12/2025
Bitmovin, the leading provider of video streaming solutions, today announced the launch of the Stream Lab MCP Server, to give AI agents and large language model...
20/12/2025
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
20/12/2025
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
20/12/2025
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
20/12/2025
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
20/12/2025
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
20/12/2025
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
20/12/2025
Barack Obama Includes Laufey on His 2025 Favorite Music List The former presidents roundup of books, music, and movies includes a song from the Berklee alums ...
20/12/2025
Study reveals a key hormonal circuit in the kidneys Scripps Research scientists identify the protein that helps kidney cells regulate renin, providing foundatio...
19/12/2025
With Playout Release 2025.4, ToolsOnAir continues to push professional playout w...
19/12/2025
SVG Sit-Down: Diversified's Jared Timmins on AI for Broadcast Sports and Cre...
19/12/2025
2025 SVG Summit Audio Recap: Say What?The Audio Production and Distribution Workshop at the SVG Summit 20 took on issues including speech intelligibility, Next-...
19/12/2025
Gamified fun: Channel 5 on its NFL Big Game Night ambitions with Hungry Bear Med...
19/12/2025
College Football Playoff Preview: For ESPN, Round 1 is a Fantastic Yet Familia...
19/12/2025
AWS's Jason Dvorkin on Developing Partnerships With the NBA and PGA Tour, Em...
19/12/2025
Netflix Kicks Off Packed Sports Week with Paul-Joshua Fight Before Shifting to N...
19/12/2025
SVG New Sponsor Spotlight: Presidio's Nareev Shah on the Role of Its Captiva...
19/12/2025
Mounted to the pylon of an AH-1Z Viper helicopter, a Red Wolf vehicle successful...
The AI Podcast DigitalPath's Ethan Higgins On Using AI to Fight Wildfires Ep. 211
