What algorithm does AWS Rekognition use?
Rekognition Image uses deep neural network models to detect and label thousands of objects and scenes in your images, and we continually add new facial recognition features and labels to the service.
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How do I create a Rekognition collection on AWS?
Create a collection
- Create or update an IAM user with AmazonRekognitionFullAccess permissions. For more information, see Step 1: Set Up an AWS Account and Create an IAM User.
- Install and configure the AWS CLI and AWS SDKs. For more information, see Step 2: Set Up the AWS CLI and AWS SDKs.
What are Amazon Kinesis video streams?
Amazon Kinesis Video Streams makes it easy to securely stream video from connected devices to AWS for analytics, machine learning (ML), playback, and other processing. It durably stores, encrypts, and indexes video data across your streams and lets you access your data through easy-to-use APIs.
What are Amazon Rekognition custom labels?
The Amazon Rekognition Custom Label Console provides a visual interface to make labeling your images quick and easy. The interface allows you to apply a label to the entire image. You can also identify and tag specific objects in images using bounding boxes with a click-and-drag interface.
What features are part of Amazon Rekognition custom labels?
Rekognition custom labels include AutoML capabilities that take care of the machine learning for you. Once the training images are provided, Rekognition custom labels can automatically load and inspect the data, select the correct machine learning algorithms, train a model, and provide model performance metrics.
What is the Amazon collection?
Amazon has quietly launched its own direct challenger to Pinterest with the debut of a feature called “Amazon Collections.” It’s a more engaging, image-rich website where consumers can save, share, and discover new products by browsing the ones others have saved.
Can Kafka be used for streaming video?
Netflix uses Kafka clusters in conjunction with Apache Flink for distributed video streaming processing. Pinterest uses Kafka to handle critical events like impressions, clicks, closeups, and repins.