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_20.jpg.2p4eccag.ingestion-64b96bf6bc-ddznd

ID: 282020199

Label: banana

potato.Image_59.jpg.2p4ea86o.ingestion-64b96bf6bc-h4rv7

ID: 282020188

Label: potato

apple.Image_18.jpg.2p4e7b7n.ingestion-64b96bf6bc-6m28p

ID: 282020062

Label: apple

potato.Image_34.jpg.2p4ea1sj.ingestion-64b96bf6bc-6m28p

ID: 282020148

Label: potato

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

ID: 282020087

Label: apple

potato.Image_33.jpg.2p4ea187.ingestion-64b96bf6bc-h4rv7

ID: 282020151

Label: potato

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

ID: 282020104

Label: potato

banana.Image_77.jpg.2p4ecpva.ingestion-64b96bf6bc-6m28p

ID: 282020257

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	18,010
No. of clones	84