John O'Sullivan / TempHumidityESP32S3 Public

Target: Espressif ESP-EYE (ESP32 240MHz) Clone this project

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TempHumidityESP32S3

About this project

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Data (1,003 samples)

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esp32s3_session_2890.6a5sspjh

ID: 2391774443

Label: window_open

Sample length: 1m 40s

esp32s3_session_3321.6a5t9v0n

ID: 2391785625

Label: window_open

Sample length: 1m 40s

esp32s3_session_3291.6a5t91l3

ID: 2391784131

Label: window_open

Sample length: 1m 40s

esp32s3_session_411.6adat7mf

ID: 2398616092

Label: normal

Sample length: 1m 40s

esp32s3_session_2880.6a5ssfr3

ID: 2391774266

Label: window_open

Sample length: 1m 40s

esp32s3_session_451.6ajat517

ID: 2402567041

Label: inside

Sample length: 1m 40s

esp32s3_session_581.6ajb14e7

ID: 2402568194

Label: inside

Sample length: 1m 40s

esp32s3_session_1756.6a5rq663

ID: 2391703648

Label: normal

Sample length: 1m 40s

Model accuracy (Unoptimized (float32))

Validation set

87.4%

Test set

0.0%

On-device performance (Espressif ESP-EYE (ESP32 240MHz), Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.4K

Flash usage

14.7K

Run this model

On any device

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Dataset summary

Data collected

27h 50m 6s

Sensors

temp, hum @ 0.1Hz

Labels

heater, humid_event, inside, normal, window_open

Project info

Project ID	821779
License	3-Clause BSD
No. of views	11
No. of clones	0