MJRoBot (Marcelo Rovai) / XIAO-ESP32S3-CAM-Fruits-vs-Veggies-v1-ESP-NN Public

Target: Arduino Nicla Vision (Cortex-M7 480MHz) Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

XIAO-ESP32S3-CAM-Fruits-vs-Veggies-v1-ESP-NN

Images

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (294 items)

View all

potato.Image_22.png.2p4e9kq1.ingestion-64b96bf6bc-6m28p

ID: 282020123

Label: potato

banana.Image_86.jpg.2p4ecqsh.ingestion-64b96bf6bc-6m28p

ID: 282020282

Label: banana

apple.Image_22.jpg.2p4e6v61.ingestion-64b96bf6bc-h4rv7

ID: 282020014

Label: apple

banana.Image_42.jpg.2p4ecm1d.ingestion-64b96bf6bc-h4rv7

ID: 282020247

Label: banana

potato.Image_84.png.2p4eanp7.ingestion-64b96bf6bc-ddznd

ID: 282020197

Label: potato

apple.Image_14.jpg.2p4e77f9.ingestion-64b96bf6bc-h4rv7

ID: 282020030

Label: apple

apple.Image_32.jpg.2p4e71fj.ingestion-64b96bf6bc-6m28p

ID: 282020048

Label: apple

potato.Image_11.jpg.2p4e9k9g.ingestion-64b96bf6bc-6m28p

ID: 282020134

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

Run this model

On any device

Clone project

Dataset summary

Data collected

294 items

Labels

apple, banana, potato

Project info

Project ID	228516
License	Apache 2.0
No. of views	19,033
No. of clones	89