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Blip Image Captioning Base Fashionimages Finetuned
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Blip Image Captioning Base Fashionimages Finetuned
Developed by alesanm
This BLIP model is trained on 141 Balenciaga fashion brand photos and GPT3-generated descriptions, focusing on image-to-text conversion tasks.
Downloads 86
Release Time : 7/24/2023
Model Overview
An image-to-text model based on BLIP architecture, specifically designed to generate descriptive text for Balenciaga fashion brand photos.
Model Features
Fashion Brand Specialization
Optimized specifically for Balenciaga brand photos, capable of generating more accurate fashion-related descriptions
GPT3-Enhanced Training
Trained using GPT3-generated descriptions to improve text generation quality
Lightweight Dataset
Trained on 141 carefully selected photos, suitable for specific domain applications
Model Capabilities
Image caption generation
Fashion product analysis
Multimodal understanding
Use Cases
E-commerce
Product Auto-Tagging
Automatically generate descriptive text for Balenciaga products on e-commerce platforms
Reduces manual labeling costs and improves listing efficiency
Fashion Analysis
Design Element Recognition
Identify and describe design features and style elements of Balenciaga clothing
Assists in fashion trend analysis and design research
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