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Kosmos 2 Patch14 224

Developed by microsoft
Kosmos-2 is a multimodal large language model capable of understanding and generating text descriptions related to images, and establishing associations between text and image regions.
Downloads 171.99k
Release Time : 10/2/2023

Model Overview

Kosmos-2 is a vision-language model focused on image captioning and visual grounding tasks. It can understand image content and generate relevant text descriptions while also associating phrases in text with specific regions in images.

Model Features

Multimodal Grounding Capability
Can associate phrases in text with specific regions in images, achieving precise visual localization
Multimodal Referring Understanding
Can understand referring expressions in images and generate referring expressions describing image regions
Versatile Vision-Language Tasks
Supports various vision-language tasks including grounded visual question answering, image captioning, etc.

Model Capabilities

Image captioning
Visual grounding
Multimodal referring understanding
Grounded visual question answering
Referring expression generation

Use Cases

Content Understanding & Generation
Automatic Image Tagging
Generate detailed textual descriptions for images
Produces descriptive texts containing main objects and scenes in images
Visual Question Answering System
Answer specific questions about image content
Accurately answers questions about object positions and relationships in images
Assistive Technologies
Visual Assistance Tool
Describe image content for visually impaired individuals
Provides detailed image descriptions and object location information
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