EGN before depth and shadow segmentation #106
CameronBodine
started this conversation in
Ideas
Replies: 0 comments
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
-
Can EGN improve depth and shadow segmentation?
Current workflow:
depth segmentation -> shadow segmentation -> EGN correction
Both water column removal and shadow removal are optional pre-processing steps for EGN. This allows export of corrected WCP (e.g., fish counts or veg detection) or brightening returns in the far field.
Since EGN doesn't require pre-processing, raw sonar returns could be first corrected before segmenting depth and shadows. This may improve model inference.
New workflow option (in addition to existing workflow):
EGN -> depth segmentation -> shadow segmentation
Beta Was this translation helpful? Give feedback.
All reactions