Dhruv Sheth / Environmental-sensing-Anomaly-detection Public

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Environmental-sensing-Anomaly-detection

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Data (58 samples)

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normal.json.1t3cuj5v

ID: 8343026

Label: normal

Sample length: 5s

normal.json.1t3e7gh4

ID: 8343015

Label: normal

Sample length: 5s

normal.json.1t3ejc9g

ID: 8343001

Label: normal

Sample length: 14s

normal.json.1t3ednas

ID: 8343005

Label: normal

Sample length: 5s

normal.json.1t3efcf9

ID: 8342999

Label: normal

Sample length: 5s

normal.json.1t3e0j9s

ID: 8343022

Label: normal

Sample length: 5s

normal.json.1t3cvjqc

ID: 8343025

Label: normal

Sample length: 5s

normal.json.1t3e25tg

ID: 8343021

Label: normal

Sample length: 5s

Model accuracy (Unoptimized (float32))

Validation set

Test set

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

Flash usage

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Dataset summary

Data collected

4m 59s

Sensors

temp, humid, pressure @ 19Hz

Labels

normal

Project info

Project ID	16818
Project version	1
License	No license attached
No. of views	31,363
No. of clones	18