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Vit GPT2 Image Captioning Model
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Vit GPT2 Image Captioning Model

Developed by motheecreator
An image caption generation model based on the ViT-GPT2 architecture, capable of converting input images into descriptive text
Image-to-Text
Transformers
#Image Caption Generation#Vision-Language Model#Multimodal Conversion
Downloads 142
Release Time : 9/29/2024

Model Overview

This model combines the Vision Transformer (ViT) and GPT-2 architectures for image-to-text generation tasks, enabling the generation of natural language descriptions for input images

Model Features

Vision-Language Joint Modeling
Combines the strengths of vision transformers and language models to achieve image-to-text conversion
End-to-End Training
The entire model can be trained and fine-tuned end-to-end
Multimodal Understanding
Capable of understanding image content and generating corresponding natural language descriptions

Model Capabilities

Image Understanding
Text Generation
Image-to-Text Conversion

Use Cases

Assistive Technology
Visual Impairment Assistance
Provides image content descriptions for visually impaired users
Content Generation
Social Media Content Auto-Generation
Automatically generates descriptive text for social media images
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