AI in Automotive Podcast

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AI in Automotive Podcast

Jayesh Jagasia

45 episodes

3 months ago

There is a lot of video in the world. Nearly 90% of global internet traffic is video. Getting value out of video data, however, is challenging, time-consuming and expensive. How do you identify the right subset of video data to train your models, and how do you reimagine the annotation process to accelerate vision AI application development are just some of the big questions that are looking for answers. On this episode of the AI in Automotive Podcast, I am delighted to be joined by Dr Jason ...

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There is a lot of video in the world. Nearly 90% of global internet traffic is video. Getting value out of video data, however, is challenging, time-consuming and expensive. How do you identify the right subset of video data to train your models, and how do you reimagine the annotation process to accelerate vision AI application development are just some of the big questions that are looking for answers. On this episode of the AI in Automotive Podcast, I am delighted to be joined by Dr Jason ...

Show more...

Episodes (20/45)

AI in Automotive Podcast

AI in Automotive - #504 - Dr Jason Corso, Co-founder and Chief Scientist, Voxel51

There is a lot of video in the world. Nearly 90% of global internet traffic is video. Getting value out of video data, however, is challenging, time-consuming and expensive. How do you identify the right subset of video data to train your models, and how do you reimagine the annotation process to accelerate vision AI application development are just some of the big questions that are looking for answers. On this episode of the AI in Automotive Podcast, I am delighted to be joined by Dr Jason ...

3 months ago

49 minutes

AI in Automotive Podcast

AI in Automotive - #503 - Mike Kent, GridBeyond & Alex Iriondo, MontaUntitled Episode

If you are a fleet manager responsible for electrifying your fleet, prepare for your world to be rocked. The fleet manager’s decision-making approach and framework for a traditional ICE fleet is well-established. It has been in use for decades, and typically takes into consideration the acquisition cost and operating cost of vehicles to calculate total cost of ownership. It then compares that with the revenue generated by the vehicle over its lifetime, and helps fleet managers make informed d...

8 months ago

46 minutes

AI in Automotive Podcast

AI in Automotive - #502 - Johanna Izett, Hive Power

Your EV is so much more than a car to take you from point A to point B. The energy it stores in its battery is a whole world of possibilities when you are not using the car. Which, let’s face it, for most of us, is the vast majority of the day. During these times, your EV is a ‘decentralised energy resource’ - one that can help the grid in a variety of ways. One of the most interesting ways in which EVs are accelerating the mobility-energy convergence is through virtual power plans, or VPPs. ...

9 months ago

41 minutes

AI in Automotive Podcast

AI in Automotive - #501 - Teddy Flatau, Founder & CEO - Wevo Energy

Range anxiety. Charger anxiety. This anxiety and that anxiety. There seems to be a lot of anxiety in the mainstream adoption of EVs. One of the biggest behaviour changes someone migrating from years of driving an ICE to an EV has to make is the refuelling behaviour. You refuel an ICE when you have. You recharge an EV when you can. You charge every time you park. At home, at your workplace, at your gym, your shopping center, at the restaurant. For this to become reality, charging must become u...

9 months ago

23 minutes

AI in Automotive Podcast

Back after a break!! Season 05 coming up

If you needed a surprise in the new year, this is it! We are back!! It’s been a longish hiatus. I needed the time to recharge and think about where the industry is headed. We also welcomed a new member to our family, and I have used the time to change over a thousand nappies!! So, what exactly happened in the last year? The AI in Automotive Podcast quietly - literally quietly - turned five. AI went properly mainstream. Like BOOM mainstream! The silicon valley AI CEOs turned into d...

10 months ago

2 minutes

AI in Automotive Podcast

AI in Automotive - #406 - Alex Roy, Founder - Johnson & Roy Advisors, Autonocast, The Drive, Human Driving Association

Till a few weeks back, Cruise was considered one of the big three of autonomous general driving. It was licensed to run a robotaxi service in San Francisco, and my LinkedIn feed was full of folks gushing over the magical experience of being driven around in a car without a driver. Then the proverbial shit hit the fan. One of Cruise’s robotaxis got caught in a classic edge case, with a road user who was hit by another vehicle, falling in its path. So far so bad, but then things got worse. In t...

1 year ago

59 minutes

AI in Automotive Podcast

AI in Automotive - #405 - Andrew Fleury, CEO Luna Systems and Chris Tingley, CEO EVWare

Since the beginning of time, cities have been incredibly important to civilization. Today, the World Bank estimates that cities contribute 80% of global GDP. Cities are central to our growth and prosperity, but every single major city in the world is facing challenges ranging from poor air quality to creaking infrastructure. So how do cities evolve to prepare for the future? And what role does AI play in this evolution? On this unique episode of the AI in Automotive Podcast, I invited t...

1 year ago

49 minutes

AI in Automotive Podcast

AI in Automotive - #404 - David Hallac - CEO, Viaduct

Vehicle quality issues that lead to recalls and lawsuits cost automotive OEMs tens of billions of dollars in cost and lost revenue each year. Given the explosion of connected vehicle data, one might expect that this data could be leveraged to reduce this cost. Things are rarely that straightforward. Why is that? I invited David Hallac, CEO of Viaduct to the AI in Automotive Podcast to find out more. David’s 5-year old startup finds patterns and relationships amongst billions of connected vehi...

1 year ago

41 minutes

AI in Automotive Podcast

AI in Automotive - #403 - Daniel Langkilde - CEO, Kognic

Autonomous Driving is a big enough paradigm shift. But after years of research and billions of dollars spent trying to get cars to drive themselves, perhaps it is time for a paradigm shift within a paradigm shift. What might this look like? Daniel Langkilde, CEO of Kognic joins me on the AI in Automotive Podcast to discuss exactly this. Daniel and I talk about the current approach to autonomy, which involves breaking down a very complex problem into its components - perception, pred...

2 years ago

47 minutes

AI in Automotive Podcast

AI in Automotive - #402 - Ben Rathaus - VP AI and Perception, Arbe Robotics

Radars have been evolving at a really rapid clip, helped in no small part by innovative companies like Arbe Robotics. On today’s episode of the AI in Automotive Podcast, I am talking to Ben Rathaus, VP of AI and Perception at Arbe. Ben talks us through the history of radars, and how and why they found their way onto cars. We discuss how Arbe’s silicon and software is creating an order of magnitude improvement in the resolution and performance of automotive grade radars. We talk about the comp...

2 years ago

49 minutes

AI in Automotive Podcast

AI in Automotive - #401 - Todd Thomas - Chief Revenue Officer, AiDEN Automotive

Connected cars have been around for a while, but in-car services have strangely not really taken off. I learnt in my chat with Todd Thomas, Chief Revenue Officer at AiDEN Auto that there’s a good reason. Or four. Todd spoke to me about the evolution of the modern car to become a more mature connected device from its current state, and in the process we unearthed some real gems of insight. After today’s chat with Todd, I have a much better understanding of what connected vehicles 2.0 mig...

2 years ago

49 minutes

AI in Automotive Podcast

AI in Automotive - #305 - Gary Brotman - CEO, Secondmind

Designing a car is hard. 🚙 🏎️ 🏁 It involves solving a series of multi-dimensional problems under a variety of constraints. I am oversimplifying here, but a problem with 8 dimensions and 5 values for each dimension will have 390,625 combinations to be experimented with. Real-world problems are usually way more complex, and testing every unique combination of inputs in an experiment is often not viable. So what is the solution, and what role does AI play? Gary Brotman, CEO of Secondmind, joi...

2 years ago

41 minutes

AI in Automotive Podcast

AI in Automotive - #304 - Bibhrajit Halder - Founder & CEO, SafeAI

Have you ever thought about how autonomy came to be? What were the origins of the idea of autonomous vehicles? Have you ever wondered what is next for autonomy, and how will this space evolve in the future? Well, wonder no more. On this episode of the AI in Automotive Podcast, I am delighted to host an OG member of the autonomy gang, whose connection with autonomous driving goes way back to the heady days of the DARPA Grand challenge almost two decades ago. Bibhrajit Halder, Founder & ...

2 years ago

49 minutes

AI in Automotive Podcast

AI in Automotive - #303 - Jorit Schmelzle - CEO, Peregrine Technologies

In the world of autonomous driving, high-compute GPUs are all the rage. So I was incredibly delighted to learn of a company that is taking a very counter-intuitive approach to the perception stack. These guys have identified a number of use cases that do not require the 100% accuracy that autonomous driving demands, and are focused on making their vision perception stack work on smartphones you can buy for a hundred dollars. In this episode of the AI in Automotive Podcast, I am pleased to ho...

2 years ago

46 minutes

AI in Automotive Podcast

AI in Automotive - #302 - Paul Drysch - CEO, PreAct Technologies

LiDARs are an important piece of the autonomous driving and ADAS puzzle. While they boast impressive resolution and frame rates, they have also built a reputation for being big, bulky and expensive. Can there be another way? Paul Drysch, CEO of PreAct Technologies certainly thinks so. PreAct has been working behind the scenes for a number of years to develop their short-range LiDAR which aims to deliver all the functionality of a LiDAR at short distances while addressing the biggest drawback ...

2 years ago

46 minutes

AI in Automotive Podcast

AI in Automotive - #301 - Marc Bolitho - CEO, Recogni

If you, like me, grew up using Windows 3.1, then you are familiar with the dreaded Blue Screen of Death. One of the reasons for that blue screen - in simple terms - was that the computer had run out of resources to run all the tasks that were being demanded of it. I have news for you - that reality may be coming to your car sooner than you think. We are putting increasing amounts of computational demands on the modern vehicle. The increasing number of sensors, the increasing resolution ...

2 years ago

42 minutes

AI in Automotive Podcast

AI in Automotive - #207 - Leaf Jiang - CEO, NODAR

There has been a lot of talk recently about vision versus LiDARs and RADARs. I hosted Leaf Jiang, CEO of a company called NODAR to learn more about the advantages and limitations of each technology, and how NODAR's own technology overcomes them. Their name is a nice play on the fact that their product is not RADAR or LiDAR, but in fact, uses vision to achieve resolution and depth perception better than either of them. Instead of relying on machine learning models to interpret the feed from th...

2 years ago

40 minutes

AI in Automotive Podcast

#206 - Hemant Sikaria - CEO & Co-founder, Sibros

Fancy waking up one fine day to find that your car, much like your smartphone, now has a better interface on the infotainment touchscreen, or that annoying niggle that was draining your battery has magically been resolved? The essence of software-defined vehicles is their ability to keep getting better over time. A lot needs to happen behind the scenes, for this to work. How is data from a fleet of vehicles moved into the cloud? How do engineers use this data to identify patterns and improv...

2 years ago

48 minutes

AI in Automotive Podcast

#205 - Matt Anderson, Director of Business Development, SoundHound

Buttons and physical interfaces disappearing from your car is now an inevitability. That said, we certainly can’t be fumbling with a touchscreen to change the fan speed or switch the radio station. There has to be a better way. That’s what makes me very bullish about voice as the primary human-machine interface in the modern car. We have all gotten used to speaking to our smartphones and smart speakers, and getting a lot done - typing out an email, playing your favourite 60s rock album and or...

2 years ago

46 minutes

AI in Automotive Podcast

#204 - Anshuman Saxena - Head of AD/ADAS, Qualcomm Technologies

Electric Vehicles might look and drive like normal cars, but scratch beneath the surface and you will realise that they are fundamentally different at an architectural level. With the modern car being so much more than merely its mechanicals, I learnt that digital architecture in cars is a thing. The hardware - system on chip, or SoCs, processors and screens, combined with the software - the operating system, middleware and applications bring to life so many elements of the modern car t...

2 years ago

39 minutes