Unlock new capabilities from product images using generative AI

This article discusses how generative AI can unlock new capabilities from product images and visual assets for retail and consumer goods businesses. It explores three transformative use cases:

Specifically, the article covers:

• Image to text: Using multimodal large language models (LLMs) to generate rich product descriptions and metadata from visual assets, enhancing customer experiences and operational efficiency.
• Image-based search: Implementing natural language and visual search capabilities using multimodal embedding models and vector databases, providing a more intuitive shopping experience and improving product discoverability.
• Image generation: Leveraging text-to-image and image-to-image models for product ideation, design exploration, and personalized customer experiences.
• Conclusion: Generative AI boosts productivity for retailers, enabling them to achieve more with their operations while maintaining trust and responsible use of AI.