Core concepts

KonfAI is easiest to understand when you keep four ideas in mind:

1. YAML builds Python objects rather than acting as a loose parameter blob.

2. Datasets are organized by groups such as CT, MR, SEG, or MASK.

3. Model outputs are addressable by module path, which is how losses, metrics, and exported predictions are attached.

4. The same low-level workflow can later be packaged as a KonfAI App.

• Configuration model
• Datasets and groups
• Model graph and output naming
• Execution flow
• KonfAI Apps