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Edge Data Processing with Jetson Nano Part 1 - Deploy, Setup and Ingest

Edge Data Processing with Jetson Nano Part 1 - Deploy, Setup and Ingest




















Configuring Executing Image Capture and Jetson Nano Classify Python Script



Configuring Tailing JSON Log



Configuring Acquiring Images from File Directory




Configuring the Remote Connection to NiFi






Example CEM Events





Simple NiFi Flow to Receive Remote Events


Apache NiFi Server receives from annotated images as well as JSON packets.


JSON Data Packet Example

{"uuid": "nano_uuid_kwo_20190719182103", "ipaddress": "192.168.1.254", "top1pct": 32.6171875, "top1": "desktop computer", "cputemp": "32.5", "gputemp": "31.5", "gputempf": "89", "cputempf": "90", "runtime": "5", "host": "jetsonnano", "filename": "/opt/demo/images/image_bei_20190719182103.jpg", "imageinput": "/opt/demo/images/2019-07-19_1421.jpg", "host_name": "jetsonnano", "macaddress": "de:07:5a:27:1e:7f", "end": "1563560468.7867181", "te": "4.806252717971802", "systemtime": "07/19/2019 14:21:08", "cpu": 55.8, "diskusage": "5225.1 MB", "memory": 57.5, "id": "20190719182103_fcaa94d4-7629-423a-b76e-714168e64677"}


Notes

It was very easy to setup a simple flow to execute out Deep Learning classification and data acquisition with Apache NiFi, MiNiFi and Cloudera EFM.  We can now do something with the data like push it to the cloud.

 Source:

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