Cogflorence 2 Large Freeze
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Cogflorence 2 Large Freeze
Developed by thwri
This is a fine-tuned version of the microsoft/Florence-2-large model, trained on a subset of 38,000 images from the Ejafa/ye-pop dataset, using CogVLM2-generated annotations, focusing on image-to-text tasks.
Downloads 419
Release Time : 7/4/2024
Model Overview
This model is a vision-language model capable of generating detailed textual descriptions from input images. It is fine-tuned on Florence-2-large, enhancing its image annotation capabilities.
Model Features
High-Quality Image Annotation
Capable of generating detailed and accurate image descriptions, capturing key elements and details in the image.
Large-Scale Data Fine-Tuning
Trained on 38,000 diverse images, improving the model's generalization ability.
Frozen Visual Encoder
Keeps visual encoder parameters unchanged during training, focusing on optimizing text generation capabilities.
Model Capabilities
Image Understanding
Detailed Image Description Generation
Multi-Element Scene Analysis
Use Cases
Content Generation
Automatic Image Annotation
Automatically generates detailed descriptions for images in a library.
Improves image retrieval efficiency and accessibility.
Assistive Technology
Visual Assistance
Provides detailed audio descriptions of image content for visually impaired individuals.
Enhances accessibility of digital content.
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