Dhruv Sheth / Environmental-sensing-Anomaly-detection Public

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Environmental-sensing-Anomaly-detection

About this project

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Data (58 samples)

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normal.json.1t3eeec6

ID: 8343003

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.1t3efmpc

ID: 8342995

Label: normal

Sample length: 5s

normal.json.1t3e8k89

ID: 8343013

Label: normal

Sample length: 5s

normal.json.1t3ebnga

ID: 8343006

Label: normal

Sample length: 5s

normal.json.1t3eeo56

ID: 8343002

Label: normal

Sample length: 5s

normal.json.1t3ei27k

ID: 8342996

Label: normal

Sample length: 14s

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	32,059
No. of clones	18