// This is a placeholder PNG file for the model-versioning-tracker plugin. // It should contain a diagram illustrating the model versioning process. // Suggested Diagram Elements: // - Start: Model Training // - Version Increment (e.g., v1.0.0 -> v1.0.1) // - Version Control System (e.g., Git) // - Model Registry (e.g., MLflow, Weights & Biases) // - Deployment Stage (e.g., Staging, Production) // - Rollback Mechanism // - Monitoring & Evaluation // Example Flow: // 1. Model Training -> 2. Version Control (Commit & Tag) -> 3. Register Model -> 4. Deploy to Staging -> 5. Evaluate Performance -> 6. Deploy to Production (if satisfactory) -> 7. Monitor in Production. If issues, rollback to previous version. // Consider using tools like draw.io, Lucidchart, or similar to create the diagram. // After creating the diagram, replace this placeholder with the actual PNG file. // Ensure the image is clear, concise, and easy to understand. // The image should be optimized for web use to minimize file size. // [Placeholder for the actual diagram image]