[IMGREC-35] Local ImgRec. Include hypernyms when tagging Created: 19/Dec/18  Updated: 26/Aug/22

Status: Open
Project: Image Recognition
Component/s: None
Affects Version/s: None
Fix Version/s: None

Type: Improvement Priority: Neutral
Reporter: Cedric Reichenbach Assignee: Unassigned
Resolution: Unresolved Votes: 0
Labels: None
Remaining Estimate: Not Specified
Time Spent: Not Specified
Original Estimate: Not Specified

Template:
Acceptance criteria:
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Task DoD:
[ ]* Doc/release notes changes? Comment present?
[ ]* Downstream builds green?
[ ]* Solution information and context easily available?
[ ]* Tests
[ ]* FixVersion filled and not yet released
[ ]  Architecture Decision Record (ADR)
Epic Link: ImgRec Later
Team: AuthorX

 Description   

If a class like "dog" was detected in an image, we might as well tag it with hypernyms like "canine" and "animal".

The WordNet-based library extJWNL could be of use for this.

However, this would assume the meaning ("synset") of a particular word is unique, or at least known. E.g. "pool" might refer to pocket billard as well as a swimming trench. For custom image recognition, this problem could be avoided by training and recognizing based on synsets rather than plain words (lemmas).


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