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Automate the process to change image backgrounds using Amazon Bedrock and AWS Step Functions

AWS Machine Learning - AI

Many customers, including those in creative advertising, media and entertainment, ecommerce, and fashion, often need to change the background in a large number of images. The workflow consists of the following steps: A user uploads multiple images into an Amazon Simple Storage Service (Amazon S3) bucket via a Streamlit web application.

AWS 110
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Automating product description generation with Amazon Bedrock

AWS Machine Learning - AI

In today’s ever-evolving world of ecommerce, the influence of a compelling product description cannot be overstated. This is where Amazon Bedrock with its generative AI capabilities steps in to reshape the game. One of the most promising applications of generative AI in ecommerce is using it to craft product descriptions.

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Generating fashion product descriptions by fine-tuning a vision-language model with SageMaker and Amazon Bedrock

AWS Machine Learning - AI

Using machine learning (ML) and natural language processing (NLP) to automate product description generation has the potential to save manual effort and transform the way ecommerce platforms operate. With the advancement of Generative AI , we can use vision-language models (VLMs) to predict product attributes directly from images.

Fashion 101