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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potato.Image_68.jpg.2p4eadvj.ingestion-64b96bf6bc-ddznd

ID: 282020193

Label: potato

banana.Image_57.jpg.2p4ecnu3.ingestion-64b96bf6bc-6m28p

ID: 282020253

Label: banana

banana.Image_65.png.2p4ecqa3.ingestion-64b96bf6bc-6m28p

ID: 282020283

Label: banana

banana.Image_17.jpg.2p4ecc3n.ingestion-64b96bf6bc-ddznd

ID: 282020207

Label: banana

potato.Image_71.jpg.2p4eah6p.ingestion-64b96bf6bc-ddznd

ID: 282020184

Label: potato

banana.Image_67.jpg.2p4ecq8c.ingestion-64b96bf6bc-h4rv7

ID: 282020276

Label: banana

potato.Image_12.jpg.2p4e9jh2.ingestion-64b96bf6bc-6m28p

ID: 282020113

Label: potato

potato.Image_85.jpg.2p4eansv.ingestion-64b96bf6bc-h4rv7

ID: 282020191

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	13,693
No. of clones	67