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_50.jpg.2p4e7b7m.ingestion-64b96bf6bc-6m28p

ID: 282020087

Label: apple

potato.Image_51.jpg.2p4ea29i.ingestion-64b96bf6bc-6m28p

ID: 282020142

Label: potato

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

ID: 282020026

Label: apple

apple.Image_15.jpg.2p4e794s.ingestion-64b96bf6bc-6m28p

ID: 282020063

Label: apple

banana.Image_41.jpg.2p4echlg.ingestion-64b96bf6bc-ddznd

ID: 282020229

Label: banana

banana.Image_19.jpg.2p4eccnr.ingestion-64b96bf6bc-6m28p

ID: 282020231

Label: banana

potato.Image_74.jpg.2p4eaifj.ingestion-64b96bf6bc-ddznd

ID: 282020181

Label: potato

apple.Image_69.jpg.2p4e7oue.ingestion-64b96bf6bc-h4rv7

ID: 282020120

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	17,865
No. of clones	83