AI-Powered Image Processing Tool for Automated IPTC Metadata Creation: Overview This Python-based tool leverages advanced AI (powered by Salesforce's BLIP model) to automatically generate descriptive captions, keywords, and titles for image files. It enhances images with professional IPTC metadata—a critical feature for photographers, media professionals, stock contributors, and digital asset managers—boosting searchability and improving SEO across platforms.
Whether you're organizing image archives, preparing assets for sale, or streamlining your digital workflow, this tool automates tedious metadata entry with high-quality, AI-generated content.
Features
Key Features
🔍 AI-Powered Caption Generation Utilizes the Salesforce/blip-image-captioning-base transformer to intelligently analyze and generate meaningful image captions.
🏷️ Dynamic Keyword Extraction Automatically generates up to 10 relevant keywords using n-gram frequency analysis from the generated caption. Improves discoverability on digital platforms.
📝 Title & Description Creation Converts AI captions into SEO-friendly titles and concise image descriptions (up to 200 characters).
🖼️ IPTC Metadata Embedding Uses iptcinfo3 to embed metadata directly into image files, including:
Title (object name)
Description (caption/abstract)
Keywords
Copyright Notice (auto-filled with current year)
🗂️ Organized Output Saves processed images in an output directory with cleaned, title-based filenames. Optionally exports associated metadata as a .json file for integration with DAM systems.
⚡ Fast Mode Option Toggle faster caption generation using shorter token limits for performance-sensitive workflows.
📂 How It Works
Place your .jpg, .jpeg, or .png images in the upload folder.
Run the script.
Images are analyzed, and new JPEGs are saved in the output folder with embedded IPTC metadata.
Optionally, metadata JSON files are saved alongside each image.
🔧 Requirements
Python 3.11.8
torch, transformers, Pillow, iptcinfo3
💼 Ideal For
Photographers
Digital asset managers
Media organizations
Stock image contributors
Social media marketers
Anyone automating metadata generation for large image sets
Install Python, run :
put your pictures in /upload
iptc.py in cmd
find picture : in output folder
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