상황
A user uploads a grayscale image to a web app for AI-based colorization. The backend orchestrates preprocessing, model inference, and postprocessing before returning the result.
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01
Whether to process synchronously or asynchronously
02
How to handle model errors and timeouts
03
Where to store intermediate and final images
When designing an AI image processing pipeline that includes user interaction, API gateway, and cloud storage.