Remove tag image-verification
article thumbnail

Build a serverless exam generator application from your own lecture content using Amazon Bedrock

AWS Machine Learning Blog

The container image sends the REST API request to Amazon API Gateway (using the GET method). Before creating the questions - Analyze the book found between tags, to identify distinct chapters, sections, or themes for question generation. - Enter the verification code and choose Confirm account. Navigate to gen-exam.

article thumbnail

Build an end-to-end MLOps pipeline for visual quality inspection at the edge – Part 2

AWS Machine Learning Blog

Solution overview The sample use case used for this series is a visual quality inspection solution that can detect defects on metal tags, which could be deployed as part of a manufacturing process. Labeling for our use case means inspecting an image and drawing bounding boxes for each defect that is visible.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Adobe Firefly — How generative AI is revolutionizing the way marketers work

Towards AI

As you can see in the cover image of this post, I used Firefly to generate exciting Teams backgrounds for my video calls. Firefly Gallery Image generation with Adobe Firefly Let’s take a closer look at what Firefly currently offers. You have to accept the hint that the image may not be used commercially because this is a test phase.

article thumbnail

Selenium Simplified: Exploring the Benefits of Robot Framework for Automation

Pragnakalp

After that, we extract the text from a specific element on the page using the XPath ("/html/body/div[6]/div/div/div/div/div/div/div[1]/form/div/h2") and log it for verification. You will see an output similar to the provided image in your terminal. SAVE_PATH defines the file path where the image sources will be saved.

article thumbnail

How Q4 Inc. used Amazon Bedrock, RAG, and SQLDatabaseChain to address numerical and structured dataset challenges building their Q&A chatbot

Flipboard

For this verification step, we can revert to native query validation within SQLDatabaseChain, or we can run a second trip to the LLM including the query generated along with validation instruction. LLM size – FM sizes are measured by the number of model parameters a particular model has, typically in billions for modern LLMs.

Chatbots 130
article thumbnail

Build well-architected IDP solutions with a custom lens – Part 5: Cost optimization

AWS Machine Learning Blog

AWS provides tools such as Amazon CloudWatch , tags , and AWS CloudTrail to make it straightforward to accurately identify the cost and usage of workloads, make sure you utilize resources to measure return on investment (ROI), and enable workload owners to optimize their resources and reduce costs.

IDP 77
article thumbnail

Build an end-to-end MLOps pipeline for visual quality inspection at the edge – Part 3

AWS Machine Learning Blog

The sample use case used for this series is a visual quality inspection solution that can detect defects on metal tags, which you can deploy as part of a manufacturing process. You can use those features to upload inference results and images efficiently. We then use these images as inference input for the model.