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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banana.Image_78.jpg.2p4ecqi4.ingestion-64b96bf6bc-h4rv7

ID: 282020280

Label: banana

banana.Image_58.png.2p4ecq56.ingestion-64b96bf6bc-h4rv7

ID: 282020274

Label: banana

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

ID: 282020087

Label: apple

potato.Image_93.jpg.2p4eak4d.ingestion-64b96bf6bc-ddznd

ID: 282020186

Label: potato

potato.Image_61.jpg.2p4ea2n3.ingestion-64b96bf6bc-ddznd

ID: 282020144

Label: potato

potato.Image_21.jpg.2p4e9kpt.ingestion-64b96bf6bc-h4rv7

ID: 282020125

Label: potato

banana.Image_40.jpg.2p4eclrm.ingestion-64b96bf6bc-6m28p

ID: 282020245

Label: banana

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

ID: 282020272

Label: banana

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	14,416
No. of clones	70