Module 06: Segmentation 101

Teaching Deck

Learning Objectives

• Explain segmentation goals and constraints
• Identify merges, splits, and boundary errors
• Apply a basic correction workflow
• Report segmentation quality with clear metrics

Session Outcomes

• Learners can complete the module capability target.
• Learners can produce one evidence-backed artifact.
• Learners can state one limitation or uncertainty.

Agenda (60 min)

• 0-10 min: Frame and model
• 10-35 min: Guided practice
• 35-50 min: Debrief and misconception correction
• 50-60 min: Competency check + exit ticket

Capability Target

Detect and categorize core segmentation errors and execute one correction cycle with documented quality impact.

Concept Focus

Core Workflow

• Load segmented patch.
• Identify merge/split candidates.
• Apply correction protocol.
• Recalculate quality indicators.
• Log decisions.

60-Minute Run-of-Show

• 00:00-08: segmentation goals.
• 08:00-22: error taxonomy examples.
• 22:00-36: guided correction round.
• 36:00-48: quality-metric interpretation.
• 48:00-60: debrief and competency check.

Misconceptions to Watch

• Surface and correct one likely misconception during debrief.

Studio Activity

Run one correction loop on a sample patch set and submit before/after notes.

Activity Output Checklist

• Evidence-linked artifact submitted.
• At least one limitation or uncertainty stated.
• Revision point captured from feedback.

Assessment Rubric

• Minimum: correct error labels and one valid correction.
• Strong: correction prioritization tied to downstream impact.
• Failure: correction without evidence of quality change.

Exit Ticket

Explain when you would defer a correction instead of fixing immediately.

References (Instructor)

• Use module references listed on the module page.

Teaching Materials

• Module page: /modules/module06/
• Slide page: /modules/slides/module06/
• Worksheet: /assets/worksheets/module06/module06-activity.md