article thumbnail

Automate Amazon Rekognition Custom Labels model training and deployment using AWS Step Functions

AWS Machine Learning

For example, Rekognition Custom Labels can find your logo in social media posts, identify your products on store shelves, classify machine parts in an assembly line, distinguish healthy and infected plants, or detect animated characters in videos. You can also use precision or recall as your model evaluation metrics.

APIs 80
article thumbnail

Optimize pet profiles for Purina’s Petfinder application using Amazon Rekognition Custom Labels and AWS Step Functions

AWS Machine Learning

The solution uses the following services: Amazon API Gateway is a fully managed service that makes it easy for developers to publish, maintain, monitor, and secure APIs at any scale. Amazon Rekognition offers pre-trained and customizable computer vision (CV) capabilities to extract information and insights from your images and videos.

APIs 98
Insiders

Sign Up for our Newsletter

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

article thumbnail

Build a news recommender application with Amazon Personalize

AWS Machine Learning

With a multitude of articles, videos, audio recordings, and other media created daily across news media companies, readers of all types—individual consumers, corporate subscribers, and more—often find it difficult to find news content that is most relevant to them.

article thumbnail

Testing times: testingRTC is the smart, synchronized, real-world scenario WebRTC testing solution for the times we live in.

Spearline

Consequently, no other testing solution can provide the range and depth of testing metrics and analytics. And testingRTC offers multiple ways to export these metrics, from direct collection from webhooks, to downloading results in CSV format using the REST API. You can check framerate information for video here too.

Scripts 98
article thumbnail

Build an image search engine with Amazon Kendra and Amazon Rekognition

AWS Machine Learning

Amazon Kendra is an intelligent search service powered by ML, and Amazon Rekognition is an ML service that can identify objects, people, text, scenes, and activities from images or videos. The first aspect is performed by Amazon Rekognition, which can identify objects, people, text, scenes, and activities from images or videos.

article thumbnail

Live Meeting Assistant with Amazon Transcribe, Amazon Bedrock, and Knowledge Bases for Amazon Bedrock

AWS Machine Learning

For example, this could be a softphone (such as Google Voice ), another meeting app, or for demo purposes, you can simply play a local audio recording or a YouTube video in your browser to emulate another meeting participant. If you just want to try it, open the following YouTube video in a new tab. For Meeting ID , enter a meeting ID.

APIs 112
article thumbnail

Detect real and live users and deter bad actors using Amazon Rekognition Face Liveness

AWS Machine Learning

However, bad actors increasingly deploy spoof attacks using the user’s face images or videos posted publicly, captured secretly, or created synthetically to gain unauthorized access to the user’s account. At the end of the countdown, a video recording begins, and an oval appears on the screen.

APIs 77