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Imports Organization: Organize the imports for better readability.
Use of Constants: Define constants for magic numbers (e.g., 4096, 2, etc.) to improve code clarity.
Error Handling: Add error handling for file operations, especially when creating directories and loading resources.
Resource Management: Ensure that resources are properly released to avoid memory leaks.
Handler Message: Use a more descriptive message when sending updates to the UI.
Camera Frame Handling: Ensure that the camera frame processing is efficient and does not block the UI thread.
Code Comments: Add comments to clarify complex logic and improve maintainability.