Agile Deliberation: Concept Deliberation for Subjective Visual Classification

1. 1Identify vague concepts through user feedback
2. 2Iteratively refine concepts through deliberation
3. 3Integrate refined concepts into vision classifiers
4. 4Evaluate and adjust the classification model

Data scientists and AI engineers on a team can benefit from Agile Deliberation to improve the accuracy of vision classifiers, while product managers can utilize this approach to develop more effective content moderation and curation tools

💡 Concept deliberation can significantly improve the accuracy of vision classifiers by iteratively refining vague concepts

📈 Agile Deliberation enhances human-in-the-loop vision classification with concept deliberation!