Recent advancements in AI models, especially LMMs, have revolutionized image description tasks by focusing on region-specific understanding for improved conversational interfaces.
Current models such as BLIP-2 and LLaVA initiate a two-step process of image-text feature alignment followed by instruction tuning, lack deeper region-specific comprehension.
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