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.1t3cuvlc

ID: 8343027

Label: normal

Sample length: 5s

normal.json.1t3ee49m

ID: 8343004

Label: normal

Sample length: 5s

normal.json.1t3ef1rt

ID: 8343000

Label: normal

Sample length: 5s

normal.json.1t3e4b8j

ID: 8343017

Label: normal

Sample length: 5s

normal.json.1t3e3oh1

ID: 8343020

Label: normal

Sample length: 5s

normal.json.1t3e7rhi

ID: 8343018

Label: normal

Sample length: 5s

normal.json.1t3efcf9

ID: 8342999

Label: normal

Sample length: 5s

normal.json.1t3e7545

ID: 8343016

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	28,396
No. of clones	16