Episodes

  • DEEP DIVE: ORIGIFY

    DEEP DIVE: ORIGIFY
    Jun 26 2024
    Amazing deal or cheap counterfeit product? Sometimes it’s hard to tell. Orgify can authenticate pre-registered products in an instant. This Deep Dive episode offers a closer look at how registration and authentication work. We also look at how the technology enables new ways for brands to get in touch with customers who bought a pre-owned product.
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    8 mins
  • ORIGIFY

    ORIGIFY
    Jun 12 2024
    Fake! Or is it? It's getting harder and harder to tell if something is real or not. This applies not only to images or facts, but also to physical goods such as consumer electronics, pharmaceuticals, or luxury watches. Bosch engineer Louis Tepper is part of a team that has developed a solution: Origify is able to scan and recognize the surface of an item based on a simple smartphone image. Melena and Shuko test it. In the process, they learn a lot about the luxury and vintage watch industry. They meet a young Danish watchmaker, Rune Bakkendorff, who builds watches from scratch. Origify, it turns out, could not only help consumers identify counterfeit products, but also help experts authenticate spare parts or industry identify parts too small for serial numbers or QR codes. What time is it? Time to listen to this episode! www.linkedin.com/showcase/bosch-origify EN: www.bosch-origify.com DE: www.bosch-origify.com/de
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    27 mins
  • DEEP DIVE: HOW GENERATIVE AI CAN HELP DRIVING A CAR

    DEEP DIVE: HOW GENERATIVE AI CAN HELP DRIVING A CAR
    May 29 2024
    Generative AI or large vision-language models can improve advanced driver assistance systems (ADAS) in various ways. Dr. Liu Ren of Bosch Research in Sunnyvale, California, explains how foundation models can help label training data and analyze a bird’s eye view representation of a car’s various data sources to improve the functional performance of ADAS. Papers: Xiaoqi Wang, Wenbin He, Xiwei Xuan, Clint Sebastian, Jorge Henrique Piazentin Ono, Xin Li, Sima Behpour, Thang Doan, Liang Gou, Han Wei Shen, Liu Ren. "USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation", at CVPR 2024. Chenbin Pan, Burhan Yaman, Tommaso Nesti, Abhirup Mallik, Alessandro G. Allievi, Senem Velipasalar, Liu Ren. "VLP: Vision Language Planning for Autonomous Driving", at CVPR 2024. Chenbin Pan, Burhan Yaman, Senem Velipasalar, Liu Ren. "CLIP-BEVFormer: Enhancing Multi-View Image-Based BEV Detector with Ground Truth Flow", at CVPR 2024.
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    10 mins
  • HOW GENERATIVE AI CAN HELP DRIVING A CAR

    HOW GENERATIVE AI CAN HELP DRIVING A CAR
    May 15 2024
    Prompt battle! We've all tried giving generative AI chatbots instructions that yield useful results. Recently, GenAI has rapidly expanded across various industries. But can it help drive a car? Dr. Liu Ren, Vice President and Chief Scientist for scalable and assistive AI at Bosch Research, is confident it can. He and his team are at the forefront of integrating foundation models such as large language models or vision-language models with advanced driver assistance systems (ADAS). In this episode, Liu explains to our hosts, Shuko and Geoff, how the extensive knowledge contained in foundation models can enhance the perception, prediction, and planning capabilities of ADAS. What's even more impressive is that Bosch Research’s approach works despite the constrained resources typical in vehicle environments. As Liu shares his cutting-edge research, Shuko and Geoff go head-to-head in a challenge: Who can craft the cleverest prompts for GenAI? Credits: 1. Chenbin Pan, Burhan Yaman, Tommaso Nesti, Abhirup Mallik, Alessandro G Allievi, Senem Velipasalar, Liu Ren. “VLP: Vision Language Planning for Autonomous Driving”, The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 (CVPR 2024). 2. Xiaoqi Wang, Wenbin He, Xiwei Xuan, Clint Sebastian, Jorge Henrique Piazentin Ono, Xin Li, Sima Behpour, Thang Doan, Liang Gou, Han Wei Shen, Liu Ren. “USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation” , The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 (CVPR 2024). 3.Chenbin Pan, Burhan Yaman, Senem Velipasalar, Liu Ren. “CLIP-BEVFormer: Enhancing Multi-View Image-Based BEV Detector with Ground Truth Flow”, The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 (CVPR 2024). More Bosch podcasts: From Know-how to Wow with Liu Ren, all about “Visual Analytics”: https://www.youtube.com/watch?v=CmR97fW_B3I Beyond Bosch: https://podtail.com/de/podcast/beyond-bosch/
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    29 mins
  • DEEP DIVE: OPTICAL GAS SPECTROMETER

    DEEP DIVE: OPTICAL GAS SPECTROMETER
    Apr 24 2024
    The OGS, the Optical Gas Spectrometer, is a feat of engineering. In the previous episode, we discussed what it can do and how it works. Today, Bosch associate and OGS inventor Alex Stratmann talks more about turning Raman spectrometers into an industrial product. Many considerations had to be made, from the custom laser source to the material used for the seals, and we also learn that OGS development hasn't stopped: The team is working on a high-pressure version and on efforts to measure almost any gas in the world. More Bosch podcasts: Previous episode: https://fromknowhowtowow.podigee.io/65-optical-gas-spectrometer Beyond Bosch: https://podtail.com/de/podcast/beyond-bosch/
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    9 mins
  • OPTICAL GAS SPECTROMETER

    OPTICAL GAS SPECTROMETER
    Apr 10 2024
    Take a deep breath. What you just breathed in was probably about 78% nitrogen and 21% oxygen and some minor other components. But how do you measure that? Measuring gases and their concentrations has been pretty difficult, says Bosch physicist Alex Stratmann. His team’s invention, the optical gas spectrometer, OGS, is set to change that. It packs what used to be a complex lab setup into a tabletop device. OGS leverages Raman spectroscopy, a method that exists for about a 100 years and has been used e.g. in the art world to analyze pigments. Our hosts Melena and Shuko learn from Cristina Aibéo, a chemist at Berlin’s National Museums, how Raman spectroscopy can help solve crimes and also save energy. At Bosch, on the other hand, the OGS helps with measuring hydrogen - and thus with the transition to a green hydrogen economy. Breathe in, breathe out, hit play! From Know-how to Wow”: How to produce green hydrogen? https://www.youtube.com/watch?v=fvbHOY7GAig
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    30 mins
  • DEEP DIVE: INTERIOR SENSING SOLUTIONS FOR VEHICLES

    DEEP DIVE: INTERIOR SENSING SOLUTIONS FOR VEHICLES
    Mar 27 2024
    Bosch’s interior sensing solutions for vehicles can include a driver and/or occupant-monitoring camera, along with an interior radar. All three have distinct capabilities but together they enable not only reliable safety features, but also new comfort features. Bosch product manager Tyler Warga shares details about how the system works and how it handles difficult situations like changing light conditions or obstructions, e.g. sunglasses. Per usual, your host is Geoff’s voice avatar. More Bosch podcasts: Beyond Bosch: https://podtail.com/de/podcast/beyond-bosch/
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    9 mins
  • INTERIOR SENSING SOLUTIONS FOR VEHICLES

    INTERIOR SENSING SOLUTIONS FOR VEHICLES
    Mar 13 2024
    You’re driving in your car, you notice a new restaurant as you drive past and you wonder: What was that? A car of the not-so-distant future may be able to answer that question. Because it knows what a driver (or passenger) is looking at - be it a landmark on the side of the road, the dashboard, or the road ahead. In the first place, monitoring the driver's gaze and head position enables important safety features, says Bosch product manager Tyler Warga. Geoff and Shuko learn how cameras and radar sensors can pick up signals that people are subconsciously sending. This can help prevent drunk driving, reduce distractions, and save children's lives. Future autonomous cars could even benefit from a sense of the driver's emotional state: they could pick up on Duchenne smiles. As University of Missouri professor Kennon Sheldon explains, this type of smile signals honest amusement. So be amused and wowed when you join us for a sensor-packed ride! More Bosch podcasts: Beyond Bosch: https://podtail.com/de/podcast/beyond-bosch/
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    31 mins