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Jun XU's Projects

ai-agile-team icon ai-agile-team

An innovative Python project that integrates AI-driven agents for Agile software development, leveraging advanced language models and collaborative task automation.

amazon-ecs-mythicalmysfits-workshop icon amazon-ecs-mythicalmysfits-workshop

A tutorial for developers who want to learn about how to containerized applications on top of AWS using AWS Fargate. You will build a sample website that leverages infrastructure as code, containers, CI/CD, and more! If you're planning on running this, let us know @ [email protected]. At re:Invent 2018, these sessions were run as CON214/CON321/CON322.

amazon-redshift-utils icon amazon-redshift-utils

Amazon Redshift Utils contains utilities, scripts and view which are useful in a Redshift environment

amazon-rekognition-video-analyzer icon amazon-rekognition-video-analyzer

A working prototype for capturing frames off of a live MJPEG video stream, identifying objects in near real-time using deep learning, and triggering actions based on an objects watch list.

amazon-sagemaker-clip-search icon amazon-sagemaker-clip-search

Build a machine learning (ML) powered search engine prototype to retrieve and recommend products based on text or image queries

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

amazon-transcribe-comprehend-podcast icon amazon-transcribe-comprehend-podcast

A demo application that transcribes and indexes podcast episodes so the listeners can explore and discover episodes of interest and podcast owners can do analytics on the content over time. This solution leverages Amazon Transcribe, Amazon Comprehend, Amazon ElasticSearch AWS Step Functions and AWS Lambda.

autonomous-driving-data-framework icon autonomous-driving-data-framework

ADDF is a collection of modules, deployed using the SeedFarmer orchestration tool. ADDF modules enable users to quickly bootstrap environments for the process and analysis of autonomous driving data.

aws-aurora-cloudformation-samples icon aws-aurora-cloudformation-samples

Quick start reference deployment of an Amazon Aurora DB Cluster with AWS recommended best practices for security and high availability using AWS CloudFormation

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