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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potato.Image_90.png.2p4eaqo6.ingestion-64b96bf6bc-6m28p

ID: 282020216

Label: potato

potato.Image_57.jpg.2p4ea6aq.ingestion-64b96bf6bc-6m28p

ID: 282020162

Label: potato

banana.Image_38.jpg.2p4ecdtu.ingestion-64b96bf6bc-6m28p

ID: 282020224

Label: banana

apple.Image_57.jpg.2p4e7bkg.ingestion-64b96bf6bc-h4rv7

ID: 282020071

Label: apple

banana.Image_25.jpg.2p4ecco4.ingestion-64b96bf6bc-6m28p

ID: 282020218

Label: banana

banana.Image_21.JPG.2p4eccph.ingestion-64b96bf6bc-ddznd

ID: 282020232

Label: banana

apple.Image_23.jpg.2p4e70h7.ingestion-64b96bf6bc-6m28p

ID: 282020026

Label: apple

banana.Image_12.jpg.2p4ecca1.ingestion-64b96bf6bc-h4rv7

ID: 282020205

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	22,157
No. of clones	97