Citric / xiao-esp32s3-fruits-classify Public

Target: Espressif ESP-EYE (ESP32 240MHz) Clone this project

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xiao-esp32s3-fruits-classify

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Data (238 items)

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apple-train58

ID: 431611732

Label: apple

grapes-train22

ID: 431611665

Label: grapes

grapes-train36

ID: 431611641

Label: grapes

grapes-train91

ID: 431611589

Label: grapes

grapes-train31

ID: 431611659

Label: grapes

grapes-train79

ID: 431611613

Label: grapes

apple-train61

ID: 431611760

Label: apple

grapes-train16

ID: 431611660

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	20,548
No. of clones	64