Edge Impulse Experts / Object Detection - nuts 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.

Object Detection - nuts

Object detection

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 (141 items)

View all

IMG_20220211_152035.jpg.2rkcf28v.ingestion-cc4d66496-7qjrh.jpg.2rmbbrss.ingestion-cc4d66496-lvpgn.jpg.2rmvg414

ID: 978611962

IMG_20220214_081134.jpg.2rper4k4

ID: 978611896

IMG_20220212_195025.jpg.2rkcf930.ingestion-cc4d66496-8p56s.jpg.2rmbbtuf.ingestion-cc4d66496-8p56s.jpg.2rmvg5ou

ID: 978611926

IMG_20220211_153107.jpg.2rkcf7er.ingestion-cc4d66496-lvpgn.jpg.2rmbbtca.ingestion-cc4d66496-8p56s.jpg.2rmvg52j

ID: 978611935

IMG_20210629_193131.jpg.2rmb5vcb.ingestion-cc4d66496-8p56s.jpg.2rmvg3ah

ID: 978611969

IMG_20210629_193200.jpg.2rmb61ak.ingestion-cc4d66496-lvpgn.jpg.2rmvg3ag

ID: 978611973

IMG_20220213_151110.jpg.2rmb61tc.ingestion-cc4d66496-7qjrh.jpg.2rmvflc2

ID: 978611985

IMG_20220212_210137.jpg.2rkcfa28.ingestion-cc4d66496-7qjrh.jpg.2rmbbugd.ingestion-cc4d66496-lvpgn.jpg.2rmvg5qn

ID: 978611920

Model accuracy (Unoptimized (float32))

Validation set

98.0%

Test set

82.8%

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

Latency

752 ms.

Peak RAM usage

123.8K

Flash usage

76.4K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

141 items

Labels

nut

Project info

Project ID	391415
Project version	3
License	Apache 2.0
No. of views	2,968
No. of clones	8