Chapter
Understanding the Known Unknowns in Computer Vision System
1:18:47 - 1:27:36 (08:49)
The podcast discusses how the known unknowns in computer vision restrict the richness of 3D understanding and how narratives or stories are used to explain the workings of a black box.
Clips
The lack of 3D understanding in computer vision systems is due to the failure of techniques that use multi view geometry when there is only a single view of a scene.
1:18:47 - 1:21:40 (02:53)
Summary
The lack of 3D understanding in computer vision systems is due to the failure of techniques that use multi view geometry when there is only a single view of a scene.
ChapterUnderstanding the Known Unknowns in Computer Vision System
Episode#110 – Jitendra Malik: Computer Vision
PodcastLex Fridman Podcast
The use of computer programs in medical diagnosis has raised concerns about the relevance and accuracy of data collected from different groups of people.
1:21:40 - 1:24:17 (02:37)
Summary
The use of computer programs in medical diagnosis has raised concerns about the relevance and accuracy of data collected from different groups of people. The need for explainability becomes crucial to ensure accurate diagnosis and appropriate treatment for individuals.
ChapterUnderstanding the Known Unknowns in Computer Vision System
Episode#110 – Jitendra Malik: Computer Vision
PodcastLex Fridman Podcast
The complexities of natural language and high-level cognition involve not just known unknowns but also unknown unknowns.
1:24:17 - 1:27:36 (03:18)
Summary
The complexities of natural language and high-level cognition involve not just known unknowns but also unknown unknowns. In contrast, the case in vision and robotics entails mainly the known unknowns which can be explored using machine learning algorithms.