Citric / xiao-esp32s3-fruits-classify Public

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

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xiao-esp32s3-fruits-classify

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Data (238 items)

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banana-train66

ID: 431611669

Label: banana

grapes-train61

ID: 431611638

Label: grapes

banana-train41

ID: 431611700

Label: banana

apple-train10

ID: 431611790

Label: apple

apple-train9

ID: 431611747

Label: apple

apple-train30

ID: 431611757

Label: apple

apple-train28

ID: 431611787

Label: apple

grapes-train56

ID: 431611633

Label: grapes

Model accuracy (Unoptimized (float32))

Validation set

92.9%

Test set

82.1%

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

Latency

2427 ms.

Peak RAM usage

333.7K

Flash usage

579.5K

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Dataset summary

Data collected

238 items

Labels

apple, banana, grapes

Project info

Project ID	269519
Project version	1
License	Apache 2.0
No. of views	22,092
No. of clones	67