Dhruv Sheth / Environmental-sensing-Anomaly-detection Public

Target: Cortex-M4F 80MHz Clone this project

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Environmental-sensing-Anomaly-detection

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Data (58 samples)

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normal.json.1t3ee49m

ID: 8343004

Label: normal

Sample length: 5s

normal.json.1t3cvu2h

ID: 8343024

Label: normal

Sample length: 5s

normal.json.1t3e9otm

ID: 8343014

Label: normal

Sample length: 5s

normal.json.1t3e4b8j

ID: 8343017

Label: normal

Sample length: 5s

normal.json.1t3ei27k

ID: 8342996

Label: normal

Sample length: 14s

normal.json.1t3ec161

ID: 8343007

Label: normal

Sample length: 5s

normal.json.1t3cu6lf

ID: 8343028

Label: normal

Sample length: 5s

normal.json.1t3cuj5v

ID: 8343026

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	33,729
No. of clones	18