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A developer built a pipeline using Qwen-Image-Edit-2511 to upscale, restore, and colorize old black-and-white film footage into 4K images in under 60 seconds. The tool handles all three tasks in a single prompt after testing eight open-source alternatives on rented GPU servers.
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