jenna.su / esp32_fruit Public

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

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esp32_fruit

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Data (29 samples)

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air.40h8mp55

ID: 301645116

Label: air

Sample length: 19s

goodmango.40jnu4hp

ID: 301645110

Label: goodmango

Sample length: 19s

air.40h6sbmd

ID: 301645120

Label: air

Sample length: 18s

air.40h6rdff

ID: 301645121

Label: air

Sample length: 19s

goodmango.40h984le

ID: 301645112

Label: goodmango

Sample length: 19s

goodmango.40h7kqh4

ID: 301645118

Label: goodmango

Sample length: 19s

goodmango.40h979iq

ID: 301645114

Label: goodmango

Sample length: 19s

badmango.40h9vnnc

ID: 301645107

Label: badmango

Sample length: 19s

Model accuracy (Unoptimized (float32))

Validation set

95.8%

Test set

88.2%

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

Latency

1 ms.

Peak RAM usage

1.3K

Flash usage

15.3K

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Dataset summary

Data collected

8m 41s

Sensors

CH4, CO, Odor, CH2O @ 2Hz

Labels

air, badmango, goodmango

Project info

Project ID	227099
Project version	2
License	Apache 2.0
No. of views	13,169
No. of clones	23