IntelliTag: Keyword Extraction & Identification from Images Gen AI CV Solution powered by Azure OpenAI and Azure Cognitive Services - 6 Week PoC

Affine Inc

Transform retail with a cutting-edge CV solution using GPT-4 Vision on Azure. Extract and identify attributes from food images, enhancing product discovery and streamlining marketing campaigns.

In the face of evolving business challenges in the retail industry, Affine presents a transformative Keyword Extraction and Identification from Images GenAI Computer Vision Solution - IntelliTag. Our 6-week Proof of Concept (PoC), powered by Azure OpenAI, Azure Cognitive Services, and other Azure AI services addresses key issues and unlocks new possibilities.

Business Challenges:

Retailers often grapple with manual efforts in tagging and categorizing vast image datasets. Affine's solution tackles this by automating the extraction of explicit, implicit, and textual attributes from a diverse range of food images.


Utilizing the capabilities of GPT-4 Vision, our solution engineers a framework for generating attributes and extracting textual features. This innovative approach enhances the efficiency of downstream marketing initiatives, leading to improved customer engagement.


Azure Services Used:

The solution integrates Azure OpenAI, Azure Vision, Azure Cognitive Services, Azure Data Factory, Azure Functions, and Azure CosmosDB etc.


Key Components:

  • GPT-4V-based prompt engineering to identify attributes
  • UI interface for end-user feedback
  • Human-in-the-loop process for continuous improvement


Business Benefits:

  • Enhance Product Discovery: Facilitate easy product search with accurate and relevant tags.
  • Optimize Product Descriptions: Craft compelling and informative product descriptions for increased customer engagement.
  • Streamline Marketing Campaigns: Create targeted campaigns based on extracted tags to drive sales.
  • Uncover Hidden Trends: Analyze keyword patterns for valuable insights into customer preferences and market trends.
  • Accurate Tags Identification: Precisely recognize and extract pertinent tags while adhering to governance practices.
  • Minimize Manual Effort: Optimize tagging processes, reducing manual effort and ensuring consistent data sources


Contact Us:

Transform your retail experience with IntelliTag. Contact us to schedule a consultation and learn more about how Affine can elevate your business.