EP.15 The Power of Vision AI: Real-World Uses, Big Challenges & What’s Next

Decoding The Future

In this episode, host Mahesh Krishnan sits down with Peter Kroy, data scientist and AI subject matter expert, to explore how Vision AI is transforming industries. From detecting hidden swimming pools in France to enhancing public safety, healthcare, and environmental monitoring, Vision AI is reshaping how we see and respond to the world. Discover real-world applications, challenges like false positives and privacy concerns, and how responsible AI can balance innovation with trust.

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פרקים

1. EP.15 The Power of Vision AI: Real-World Uses, Big Challenges & What’s Next (00:00:00)

2. French tax office uses Vision AI to find swimming pools (00:00:48)

3. What is Vision AI (simple definition) (00:02:16)

4. Detecting violent behaviour in shopping malls (00:03:24)

5. Vision AI vs human vision (00:03:45)

6. Privacy concerns & AI in CCTV (00:04:50)

7. Stick figures, skeleton models & preserving anonymity (00:05:57)

8. Using LiDAR and alternative imaging for privacy (00:07:12)

9. Challenges: occlusion, lighting & camera distortion (00:08:24)

10. False positives and real-world errors (00:10:35)

11. Spectacular failures: racial bias in facial recognition (00:12:42)

12. Vision AI for public sector: traffic, bushfires & safety (00:14:25)

13. Drones in wildlife monitoring & emergency services (00:15:31)

14. Healthcare applications (retinal scans, aneurysm detection) (00:17:08)

15. Key takeaways: public safety, automation & responsible AI (00:18:53)