OMG-LLaV A: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding

Neural Information Processing Systems 

Current universal segmentation methods demonstrate strong capabilities in pixel-level image and video understanding. However, they lack reasoning abilities and cannot be controlled via text instructions.

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