From KNOW-HOW to WOW cover art

From KNOW-HOW to WOW

By: Robert Bosch GmbH
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  • Summary

  • On this award-winning show, you'll learn how Bosch turns research and development into real WOW moments. Each month we explore a different technology topic from multiple perspectives. Our hosts Shuko, Melena and Geoff present the challenges and successes of Bosch experts and dive into a world that makes life smarter, safer and more sustainable. This podcast is for people who love technology and good stories. Two weeks after each episode, you can get extra nerdy KNOW-HOW and WOWs in our Deep Dive shortcast, where we delve into a specific aspect of the topic. It's an inspiring tech snack hosted by an AI-generated voice avatar of Geoff.
    Robert Bosch GmbH
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Episodes
  • 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
Science
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