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Add support for confidence score to Annotations #16
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To fine tuning our heuristics we need more information for each detections in our yarrows. We want to add some metadata for each Annotations for :
|
Regarding the suggestion for "bool to know if detection is filtered" I think we can add a |
Okey for your solution but Annotation meta doesn't exist yet ? |
Context
Add information around the confidence and threshold for classifications
Solution 1
add flat keys to the
Annotation
class such asconfidence
: floatthreshold
: floatverdict
: bool ?This option would not specify which part of the annotation (bbox or classification, etc) would be responsible for the values and is unfit for polygon or mask annotation
Solution 2
Major rework of the
Annotation
andCategory
classes to have properties with subclasses for each annotation type having its own confidence implementationex:
Would propably induce breaking changes
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