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_61.png.2p4eco2b.ingestion-64b96bf6bc-6m28p

ID: 282020258

Label: banana

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

ID: 282020109

Label: potato

banana.Image_73.jpg.2p4ecpv9.ingestion-64b96bf6bc-h4rv7

ID: 282020256

Label: banana

apple.Image_51.jpg.2p4e7elc.ingestion-64b96bf6bc-ddznd

ID: 282020077

Label: apple

potato.Image_3.jpg.2p4e9jhq.ingestion-64b96bf6bc-ddznd

ID: 282020117

Label: potato

banana.Image_75.jpg.2p4ecpva.ingestion-64b96bf6bc-h4rv7

ID: 282020255

Label: banana

banana.Image_27.jpg.2p4ecdts.ingestion-64b96bf6bc-h4rv7

ID: 282020236

Label: banana

potato.Image_49.jpg.2p4ea5sh.ingestion-64b96bf6bc-ddznd

ID: 282020161

Label: potato

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	15,945
No. of clones	76