AWS Machine Learning Blog
Category: Front-End Web & Mobile
Revolutionize trip planning with HAQM Bedrock and HAQM Location Service
In this post, we show you how to build a generative AI-powered trip-planning service that revolutionizes the way travelers discover and explore destinations. By using advanced AI technology and HAQM Location Service, the trip planner lets users translate inspiration into personalized travel itineraries. This innovative service goes beyond traditional trip planning methods, offering real-time interaction through a chat-based interface and maintaining scalability, reliability, and data security through AWS native services.
Deploy a serverless web application to edit images using HAQM Bedrock
In this post, we explore a sample solution that you can use to deploy an image editing application by using AWS serverless services and generative AI services. We use HAQM Bedrock and an HAQM Titan FM that allow you to edit images by using prompts.
Build a serverless voice-based contextual chatbot for people with disabilities using HAQM Bedrock
In this post, we presented how to create a fully serverless voice-based contextual chatbot using HAQM Bedrock with Anthropic Claude.
GenASL: Generative AI-powered American Sign Language avatars
In this post, we dive into the architecture and implementation details of GenASL, which uses AWS generative AI capabilities to create human-like ASL avatar videos. GenASL is a solution that translates speech or text into expressive ASL avatar animations, bridging the gap between spoken and written language and sign language.
Enhance your media search experience using HAQM Q Business and HAQM Transcribe
In today’s digital landscape, the demand for audio and video content is skyrocketing. Organizations are increasingly using media to engage with their audiences in innovative ways. From product documentation in video format to podcasts replacing traditional blog posts, content creators are exploring diverse channels to reach a wider audience. The rise of virtual workplaces has […]
Deploy a Slack gateway for HAQM Bedrock
In today’s fast-paced digital world, streamlining workflows and boosting productivity are paramount. That’s why we’re thrilled to share an exciting integration that will take your team’s collaboration to new heights. Get ready to unlock the power of generative artificial intelligence (AI) and bring it directly into your Slack workspace. Imagine the possibilities: Quick and efficient […]
Build a custom UI for HAQM Q Business
Enable branded user experiences with specialized features like feedback handling and seamless conversation flows personalized for your use case and business needs.
Geospatial generative AI with HAQM Bedrock and HAQM Location Service
Today, geospatial workflows typically consist of loading data, transforming it, and then producing visual insights like maps, text, or charts. Generative AI can automate these tasks through autonomous agents. In this post, we discuss how to use foundation models from HAQM Bedrock to power agents to complete geospatial tasks. These agents can perform various tasks […]
Build and train computer vision models to detect car positions in images using HAQM SageMaker and HAQM Rekognition
Computer vision (CV) is one of the most common applications of machine learning (ML) and deep learning. Use cases range from self-driving cars, content moderation on social media platforms, cancer detection, and automated defect detection. HAQM Rekognition is a fully managed service that can perform CV tasks like object detection, video segment detection, content moderation, […]
Creating an end-to-end application for orchestrating custom deep learning HPO, training, and inference using AWS Step Functions
HAQM SageMaker hyperparameter tuning provides a built-in solution for scalable training and hyperparameter optimization (HPO). However, for some applications (such as those with a preference of different HPO libraries or customized HPO features), we need custom machine learning (ML) solutions that allow retraining and HPO. This post offers a step-by-step guide to build a custom deep […]