Naveen / person-detection-thermal-vision Public

Target: Cortex-M4F 80MHz Clone this project

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person-detection-thermal-vision

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Data (57 samples)

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Person.201use9a

ID: 78613455

Label: Person

Sample length: 768ms

Background.201usaij

ID: 78613490

Label: Background

Sample length: 768ms

Background.201usan7

ID: 78613488

Label: Background

Sample length: 768ms

Background.201usan6

ID: 78613485

Label: Background

Sample length: 768ms

Object.201usb56

ID: 78613482

Label: Object

Sample length: 768ms

Object.201usah7

ID: 78613500

Label: Object

Sample length: 768ms

Person.201usbl5

ID: 78613462

Label: Person

Sample length: 768ms

Person.201usb6n

ID: 78613477

Label: Person

Sample length: 768ms

Model accuracy (Unoptimized (float32))

Validation set

80.0%

Test set

88.9%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

101 ms.

Peak RAM usage

16.5K

Flash usage

49.0K

Run this model

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Dataset summary

Data collected

44s

Sensor

temperature @ 1000Hz

Labels

Background, Object, Person

Project info

Project ID	20130
Project version	1
License	No license attached
No. of views	12,740
No. of clones	6