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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apple-train9

ID: 431611747

Label: apple

banana-train48

ID: 431611691

Label: banana

banana-train42

ID: 431611710

Label: banana

banana-train64

ID: 431611686

Label: banana

apple-train68

ID: 431611738

Label: apple

grapes-train79

ID: 431611613

Label: grapes

grapes-train88

ID: 431611604

Label: grapes

grapes-train57

ID: 431611642

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	18,310
No. of clones	60