Chapter
The Limitations of Standard Data Augmentation in Computer Vision
58:25 - 1:03:18 (04:53)
The type of data augmentation needed for computer vision tasks should depend on the specific tasks and goals of the system. Currently, standard data augmentation techniques are only appropriate for object recognition or image classification, and cannot be used for tasks like object detection and localization.
Clips
This podcast episode examines the limitations of using standard data augmentation for image recognition tasks, explaining how these techniques may not be suitable for tasks such as object detection and localization.
58:25 - 1:03:18 (04:53)
AI Image Recognition
Summary
This podcast episode examines the limitations of using standard data augmentation for image recognition tasks, explaining how these techniques may not be suitable for tasks such as object detection and localization.