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

Target: Arduino Nicla Vision (Cortex-M7 480MHz) 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_21.jpg.2p4e6ube.ingestion-64b96bf6bc-h4rv7

ID: 282020033

Label: apple

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

ID: 282020040

Label: apple

apple.Image_77.jpg.2p4e7l9u.ingestion-64b96bf6bc-6m28p

ID: 282020079

Label: apple

potato.Image_5.JPG.2p4e9jgt.ingestion-64b96bf6bc-ddznd

ID: 282020109

Label: potato

potato.Image_6.jpg.2p4e9jgn.ingestion-64b96bf6bc-ddznd

ID: 282020104

Label: potato

apple.Image_79.jpg.2p4e7q3g.ingestion-64b96bf6bc-h4rv7

ID: 282020099

Label: apple

apple.Image_56.jpg.2p4e797g.ingestion-64b96bf6bc-ddznd

ID: 282020044

Label: apple

apple.Image_50.jpg.2p4e7b7m.ingestion-64b96bf6bc-6m28p

ID: 282020087

Label: apple

Model accuracy (Unoptimized (float32))

Validation set

82.1%

Test set

60.0%

On-device performance (Arduino Nicla Vision (Cortex-M7 480MHz), Quantized (int8))

Latency

68 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	15,031
No. of clones	73