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-train66

ID: 431611669

Label: banana

grapes-train21

ID: 431611664

Label: grapes

grapes-train31

ID: 431611659

Label: grapes

grapes-train48

ID: 431611643

Label: grapes

grapes-train37

ID: 431611646

Label: grapes

apple-train32

ID: 431611745

Label: apple

apple-train39

ID: 431611735

Label: apple

banana-train25

ID: 431611711

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	23,094
No. of clones	69