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.201usbcc

ID: 78613468

Label: Person

Sample length: 768ms

Person.201usbnm

ID: 78613454

Label: Person

Sample length: 768ms

Person.201usbm9

ID: 78613458

Label: Person

Sample length: 768ms

Person.201usb90

ID: 78613472

Label: Person

Sample length: 768ms

Background.201usamq

ID: 78613489

Label: Background

Sample length: 768ms

Person.201usb6b

ID: 78613479

Label: Person

Sample length: 768ms

Person.201usbl5

ID: 78613462

Label: Person

Sample length: 768ms

Object.201usb55

ID: 78613483

Label: Object

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	11,940
No. of clones	6