Citric / xiao-esp32s3-fruits-classify Public

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xiao-esp32s3-fruits-classify

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Data (238 items)

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banana-train16

ID: 431611725

Label: banana

grapes-train56

ID: 431611633

Label: grapes

apple-train18

ID: 431611784

Label: apple

grapes-train71

ID: 431611603

Label: grapes

banana-train54

ID: 431611704

Label: banana

banana-train32

ID: 431611708

Label: banana

banana-train19

ID: 431611697

Label: banana

banana-train27

ID: 431611684

Label: banana

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	12,393
No. of clones	44