# AI Vision Systems in Manufacturing with Deepview's Eliyahu Davis

- Show: [OnTrack](https://hardwarepodcasts.com/podcast/ontrack)
- Published: 2024-07-30
- Length: 47m
- Episode: 275
- Page: https://hardwarepodcasts.com/podcast/ontrack/2024-07-30-ai-vision-systems-in-manufacturing-with-deepviews-eliyahu-davis
- Listen: https://podcast.altium.com/e/ai-vision-systems-in-manufacturing-with-deepviews-eliyahu-davis/

## Summary

Eliyahu Davis, lead engineer at Deepview AI, explains how his company uses deep learning to automate factory inspection, reducing setup time from 40 hours to minutes. Davis details his transition from aerospace software engineering to hardware, describing how he learned Altium Designer through online resources and mentorship to design the camera's PCB. He discusses the technical challenges of running neural network training on edge devices and the future of foundation models in industrial automation.

## Chapters

- [0:00](https://hardwarepodcasts.com/podcast/ontrack/2024-07-30-ai-vision-systems-in-manufacturing-with-deepviews-eliyahu-davis#t=0) Introduction and Deepview AI Background
- [6:20](https://hardwarepodcasts.com/podcast/ontrack/2024-07-30-ai-vision-systems-in-manufacturing-with-deepviews-eliyahu-davis#t=380) The Problem with Factory Vision Setup
- [11:16](https://hardwarepodcasts.com/podcast/ontrack/2024-07-30-ai-vision-systems-in-manufacturing-with-deepviews-eliyahu-davis#t=676) Market Segments and Qualitative Inspection
- [15:06](https://hardwarepodcasts.com/podcast/ontrack/2024-07-30-ai-vision-systems-in-manufacturing-with-deepviews-eliyahu-davis#t=906) Root Cause Analysis and Automation Culture
- [25:41](https://hardwarepodcasts.com/podcast/ontrack/2024-07-30-ai-vision-systems-in-manufacturing-with-deepviews-eliyahu-davis#t=1541) Edge AI and On-Device Training
- [32:08](https://hardwarepodcasts.com/podcast/ontrack/2024-07-30-ai-vision-systems-in-manufacturing-with-deepviews-eliyahu-davis#t=1928) Scaling Models and Energy Constraints
- [36:04](https://hardwarepodcasts.com/podcast/ontrack/2024-07-30-ai-vision-systems-in-manufacturing-with-deepviews-eliyahu-davis#t=2164) Learning PCB Design with Altium

## Topics

- [Embedded firmware](https://hardwarepodcasts.com/topic/embedded-firmware)
- [EDA & CAD tools](https://hardwarepodcasts.com/topic/eda-and-cad-tools)
- [AI & machine learning](https://hardwarepodcasts.com/topic/ai-and-machine-learning)
- [Scaling production](https://hardwarepodcasts.com/topic/scaling-production)
- [Careers & education](https://hardwarepodcasts.com/topic/engineering-careers-and-education)

## Most relevant to

early-stage companies

## Mentioned

- Deepview AI (company)
- Altium (company)
- NASA (company)
- Severstal (company)
- Fedeville (other)
- Meta (company)
- Tesla (company)
- Fanuc (company)
- Toyota (company)

## Related episodes from other shows

- [Machines That See | Distribution Evolution | Where No TV Show Has Gone Before](https://hardwarepodcasts.com/podcast/ee-times-current/2020-09-04-machines-that-see-distribution-evolution-where-no-tv-show-has-gone-before) (EE Times Current)
- [Starting Small With AI and Emerging Manufacturing Technology w/ Jarred Knecht](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2024-07-30-starting-small-with-ai-and-emerging-manufacturing-technology-w-jarred-knecht) (The Manufacturing Executive)
- [Changing Course with Shawn Hymel](https://hardwarepodcasts.com/podcast/the-amp-hour/2024-08-09-changing-course-with-shawn-hymel) (The Amp Hour)
- [Embedded Systems and IoT Connectivity: Lessons from Automate 2024](https://hardwarepodcasts.com/podcast/over-the-air/2024-05-22-embedded-systems-and-iot-connectivity-lessons-from-automate-2024) (Over the Air)
- [Machine Vision: Seeing is Believing](https://hardwarepodcasts.com/podcast/ee-times-current/2021-05-14-machine-vision-seeing-is-believing) (EE Times Current)

## Citing this page

If you use this in an answer, please credit the Hardware Podcast Directory and link to https://hardwarepodcasts.com/podcast/ontrack/2024-07-30-ai-vision-systems-in-manufacturing-with-deepviews-eliyahu-davis. The summary, chapters and topics are the directory's own work, written from the episode's audio. The episode itself, its title and its audio belong to OnTrack.