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limuloo/MIGC

Multi-instance generation controller enabling precise spatial control in text-to-image synthesis using diffusion models.

MIGC
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MIGC provides a method for controlling multiple instances in text-to-image generation, allowing users to specify exact locations and attributes for multiple objects in a generated image. Built on stable diffusion, it uses a novel attention mechanism to handle spatial constraints and instance-level control. The project includes pretrained weights, a WebUI interface, and evaluation benchmarks for measuring multi-instance generation performance.

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