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-train12

ID: 431611766

Label: apple

grapes-train57

ID: 431611642

Label: grapes

banana-train50

ID: 431611707

Label: banana

grapes-train66

ID: 431611620

Label: grapes

banana-train63

ID: 431611692

Label: banana

apple-train9

ID: 431611747

Label: apple

grapes-train8

ID: 431611612

Label: grapes

apple-train64

ID: 431611752

Label: apple

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	17,198
No. of clones	54