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Determine the unique features for each cell category and design a model that can be used to extract these details #2

Description

@Meet2304

Objective

Identify distinguishing visual and morphological features for each cervical cell category and design a model to extract them.

Task Details

  • Analyze the dataset to determine key features unique to each cell class (e.g., nucleus size, texture, shape, cytoplasm boundaries).
  • Review relevant literature to support feature selection and interpretation.
  • Design a model (or module) that learns and extracts these class-specific features effectively.
  • Ensure the model's outputs can support interpretability and downstream decision-making.

Deliverables

  • Feature analysis summary with visual or statistical evidence
  • Model implementation for feature extraction
  • Sample outputs or visualizations for extracted features per class

Activity

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