/mini-amazon-go

Computer Vision Hackathon: Mini Amazon Go

Primary LanguageJupyter NotebookApache License 2.0Apache-2.0

mini-amazon-go

Computer Vision Hackathon: Mini Amazon Go

Setup

Hardware

portfolio_view

portfolio_view

AWS Kinesis Video Stream on Raspberry Pi

Tutorial: https://docs.aws.amazon.com/kinesisvideostreams/latest/dg/producersdk-cpp-rpi.html

Notes

Trouble shooting

There's potential fix for large latency: https://docs.aws.amazon.com/kinesisvideostreams/latest/dg/troubleshooting.html#troubleshooting-general

SageMaker Notebook

Access Permission

For SageMaker notebook to access KVS, it must have permission AmazonKinesisVideoStreamsFullAccess added to the SageMaker Execution Role when creating the notebook instance

Example notebook for processing KVS

See VideoStream Example.

Example of Training and Test

See src/training_object_detector_yolo3.ipynb and src/test_object_detector_yolo3.ipynb (Yolo3, Recommended)

Or see src/training_object_detector.ipynb and src/test_object_detector.ipynb (SSD)

Or see Beijing CV hackathon