Engineering Innovations: How AI Is Changing Images and Video

Original Description

AI and Visual Data Compression: Insights from Purdue ECE Professor Maggie Zhu

In this episode of Engineering Innovations, host Kristin Malavenda explores the fascinating world of visual data compression with Professor Maggie Zhu of Purdue University's Elmore Family School of Electrical and Computer Engineering. They discuss how AI is revolutionizing the efficiency of image and video compression, the challenges and opportunities it presents, and how these advancements impact industries ranging from healthcare to entertainment. Tune in to learn about the latest research and future possibilities in AI-driven compression.

00:00 Introduction to Engineering Innovations Podcast

01:05 Understanding Visual Data Compression

03:19 Traditional vs. AI-Based Compression Methods

05:59 Challenges and Opportunities with AI in Compression

07:53 Designing Compression for Machines

11:43 Impact of Compression on Mobile and Cloud Systems

13:15 Compressing AI Models: Techniques and Benefits

15:13 Future Applications and Industry Impact

18:37 Personal Journey and Insights

26:37 Conclusion and Final Thoughts

Purdue ECE: http://engineering.purdue.edu/ECE

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Purdue University's Elmore Family School of Electrical and Computer Engineering, founded in 1888, is one of the largest ECE departments in the nation and is consistently ranked among the best in the country.