Edge Impulse Experts / Surgery Inventory (Created by Eivind Holt) 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.

Surgery Inventory (Created by Eivind Holt)

Object detection

medical

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 (625 items)

View all

disposabletweezers.3j9epvf4

ID: 334722311

sponge.3k5rc0h1

ID: 334722171

disposabletweezers.3j9em4lb

ID: 334722331

disposabletweezers.3j9gn5h4

ID: 334722205

scissors.3j6v0400

ID: 334722612

curvedtweezers.3j8p2brf

ID: 334722553

background.3kim14d5

ID: 334721933

mixed.3k847bc9

ID: 334722115

Model accuracy (Unoptimized (float32))

Validation set

95.6%

Test set

-

On-device performance (Arduino Nicla Vision (Cortex-M7 480MHz), Quantized (int8))

Latency

76 ms.

Peak RAM usage

239.1K

Flash usage

72.7K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

625 items

Labels

curvedtweezers, disposabletweezers, forceps, screwdriver, sponge

Project info

Project ID	94601
Project version	3
License	Apache 2.0
No. of views	75,158
No. of clones	18