Citric / xiao-esp32s3-fruits-classify Public

Target: Espressif ESP-EYE (ESP32 240MHz) 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-fruits-classify

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 (238 items)

View all

banana-train36

ID: 431611716

Label: banana

grapes-train17

ID: 431611645

Label: grapes

grapes-train31

ID: 431611659

Label: grapes

apple-train42

ID: 431611739

Label: apple

grapes-train40

ID: 431611651

Label: grapes

apple-train64

ID: 431611752

Label: apple

grapes-train61

ID: 431611638

Label: grapes

apple-train22

ID: 431611776

Label: apple

Model accuracy (Unoptimized (float32))

Validation set

92.9%

Test set

82.1%

On-device performance (Espressif ESP-EYE (ESP32 240MHz), Quantized (int8))

Latency

2427 ms.

Peak RAM usage

333.7K

Flash usage

579.5K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

238 items

Labels

apple, banana, grapes

Project info

Project ID	269519
Project version	1
License	Apache 2.0
No. of views	18,925
No. of clones	60