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-train19

ID: 431611789

Label: apple

banana-train68

ID: 431611667

Label: banana

grapes-train64

ID: 431611595

Label: grapes

grapes-train15

ID: 431611655

Label: grapes

apple-train34

ID: 431611778

Label: apple

banana-train41

ID: 431611700

Label: banana

banana-train34

ID: 431611722

Label: banana

grapes-train85

ID: 431611611

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	18,493
No. of clones	60