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-train31

ID: 431611723

Label: banana

banana-train48

ID: 431611691

Label: banana

apple-train38

ID: 431611777

Label: apple

grapes-train23

ID: 431611634

Label: grapes

banana-train61

ID: 431611685

Label: banana

apple-train36

ID: 431611773

Label: apple

grapes-train15

ID: 431611655

Label: grapes

grapes-train73

ID: 431611606

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	24,665
No. of clones	70