[MLS-C01] [Exploratory Data Analysis] Kinesis Video Streams

Automatically provisions and scales infrastructure to read streaming media
Producers such as web cams, security cameras, audio feeds, images
- Securely stream video using the Kinesis Video Streams SDK
Storage
- Kinesis Video Streams ingests the stream data, stores, encrypts, and indexes the stream for either real-time or batch analytics
Consumers
- Real-time or batch machine learning applications
- Video processing or playback services

In Machine Learning

Facial recognition
- Facial analytics using machine learning services and algorithms such as the SageMaker built-in )image Classification algorithm or the Rekognition service
Object detection
- Object identification algorithm to detect when certain objects appear in the stream
Computer vision and video analytics using machine learning frameworks such as Apache MxNet, TensorFlow, and OpenCV
Smart home/city applications
- Home surveillance, Red light cams
Industrial automation
- Predictive maintenance using MxNet, TensorFlow, and OpenCV

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