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[Task]: Enable negative points on the library side #878

@rajeshgangireddy

Description

@rajeshgangireddy

Description

#849
Currenrtly, library side API doesn't make it possible to pass negative points/masks.
Having this capability could decrease false positives and noisy masks.

Component

Library (instantlearn Framework)

Acceptance Criteria

  • Accept masks [0,N] with a set background label and category id
  • If model accepts/can work with negative points, use a strategy to sample points from negative masks
  • Experiment with the number of negative points sampled from masks
  • Experiment if number of false positives reduce

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librarygetiprompt library related work

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