Dmitry / rp2040_kitchen Public

Target: Raspberry Pi RP2040 (Cortex-M0+ 133MHz) Clone this project

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rp2040_kitchen

About this project

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Data (43 samples)

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burning.2tp675vo.ingestion-74c6f89698-sbqhj.cbor.2tq4m3p2

ID: 86168463

Label: burning

Sample length: 10s

burning.2tp67o0o.ingestion-74c6f89698-sbqhj.cbor.2tq4m3pe

ID: 86168469

Label: burning

Sample length: 10s

burning.2trprasl

ID: 86168436

Label: burning

Sample length: 10s

burning.2trpl40g

ID: 86168439

Label: burning

Sample length: 30s

burning.2tp61i4r.ingestion-74c6f89698-sbqhj.cbor.2tq4m3qj

ID: 86168467

Label: burning

Sample length: 10s

burning.2tp65arc.ingestion-74c6f89698-5s449.cbor.2tq4m3qk

ID: 86168461

Label: burning

Sample length: 10s

burning.2trpnt96

ID: 86168438

Label: burning

Sample length: 30s

idle.2tp320ab.ingestion-74c6f89698-sbqhj.cbor.2tq4m3ue

ID: 86168453

Label: idle

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

64.3%

On-device performance (Raspberry Pi RP2040 (Cortex-M0+ 133MHz), Quantized (int8))

Latency

2 ms.

Peak RAM usage

1.7K

Flash usage

19.0K

Run this model

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Dataset summary

Data collected

11m 33s

Sensors

temperature, humidity, adc @ 12.5Hz

Labels

burning, cooking, idle

Project info

Project ID	82126
Project version	1
License	No license attached
No. of views	758
No. of clones	19