Auto-classification Categorization Natural Language Processing Prompt Engineering 
AWS Machine Learning Blog
OCTOBER 6, 2023
For instance, in ecommerce, image-to-text can automate product categorization based on images, enhancing search efficiency and accuracy. More recently, there has been increasing attention in the development of multimodality models, which are capable of processing and generating content across different modalities.
AWS Machine Learning Blog
DECEMBER 5, 2023
The custom metadata helps organizations and enterprises categorize information in their preferred way. The insurance provider receives payout claims from the beneficiary’s attorney for different insurance types, such as home, auto, and life insurance. Custom classification is a two-step process.
AWS Machine Learning Blog
NOVEMBER 1, 2023
Key strengths of VLP include the effective utilization of pre-trained VLMs and LLMs, enabling zero-shot or few-shot predictions without necessitating task-specific modifications, and categorizing images from a broad spectrum through casual multi-round dialogues. To mitigate the effects of the mistakes, the diversity of demonstrations matter.
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