Understand how low-light or underexposed images impact dataset quality, and how to detect and correct them using Visual Layer.
Problem | Impact |
---|---|
Visual ambiguity | Annotators may miss important elements due to lack of detail or poor visibility. |
Model degradation | Object detection and segmentation performance can drop significantly on low-exposure inputs. |
Poor user experience | In public-facing applications, dark visuals can appear unpolished or unprofessional. |