MJRoBot (Marcelo Rovai) / XIAO-ESP32S3-CAM-Fruits-vs-Veggies-v1-ESP-NN Public

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

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XIAO-ESP32S3-CAM-Fruits-vs-Veggies-v1-ESP-NN

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Data (294 items)

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apple.Image_30.jpg.2p4e71fl.ingestion-64b96bf6bc-ddznd

ID: 282020052

Label: apple

apple.Image_66.png.2p4e7k0s.ingestion-64b96bf6bc-6m28p

ID: 282020078

Label: apple

potato.Image_74.jpg.2p4eaifj.ingestion-64b96bf6bc-ddznd

ID: 282020181

Label: potato

apple.Image_6.jpg.2p4e70a6.ingestion-64b96bf6bc-ddznd

ID: 282020040

Label: apple

banana.Image_48.png.2p4ecnhu.ingestion-64b96bf6bc-h4rv7

ID: 282020265

Label: banana

banana.Image_71.jpg.2p4ecpv7.ingestion-64b96bf6bc-6m28p

ID: 282020272

Label: banana

apple.Image_72.jpg.2p4e7lak.ingestion-64b96bf6bc-ddznd

ID: 282020082

Label: apple

banana.Image_44.jpg.2p4ecm8g.ingestion-64b96bf6bc-ddznd

ID: 282020248

Label: banana

Model accuracy, Impulse #1 (Unoptimized (float32))

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Validation set

82.1%

Test set

60.0%

On-device performance (Espressif ESP-EYE (ESP32 240MHz), Quantized (int8))

Latency

1151 ms.

Peak RAM usage

270.1K

Flash usage

156.9K

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Dataset summary

Data collected

294 items

Labels

apple, banana, potato

Project info

Project ID	228516
License	Apache 2.0
No. of views	24,512
No. of clones	100