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4.2.2. Domain Selection
- Concept: Domains optimize the model for specific scenarios
- Purpose: Leverage Microsoft's pre-training for your domain
- Benefit: Better accuracy with less training data
Comparative Table: Domain Options
| Domain | Use Case | Advantage |
|---|---|---|
| General | Broad categories | Works for most scenarios |
| Food | Food classification | Optimized for food images |
| Landmarks | Famous locations | Pre-trained on landmarks |
| Retail | Product recognition | Optimized for product images |
| Compact | Edge deployment | Smaller model, faster inference |
Exam Pattern: "Classify images of food items" → Select the Food domain