Shypd.aiThe largest open index of AI toolsOsprey is a computer vision tool that extends multimodal LLMs with pixel-wise mask regions for fine-grained visual understanding. It generates semantic descriptions based on input mask regions, integrating seamlessly with SAM.
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Osprey is a cutting-edge computer vision tool that enhances multimodal large language models (MLLMs) by incorporating pixel-wise mask regions into language instructions. This innovative approach enables fine-grained visual understanding, allowing Osprey to generate detailed semantic descriptions, including both short and elaborate explanations, based on specific input mask regions. It seamlessly integrates with Segment Anything Model (SAM) in various modes like point-prompt, box-prompt, and segmentation everything, to extract and describe semantics associated with particular parts or objects within an image. Osprey is built upon the LLaVA-v1.5 codebase and is designed for researchers and developers working on advanced visual instruction tuning and pixel-level image analysis.
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