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

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

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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)

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scissors.3j6v39ju

ID: 334722603

forceps.3j8r2nch

ID: 334722490

disposabletweezers.3j9gestn

ID: 334722230

screwdriver.3j97l922

ID: 334722454

sponge.3k5rmkoo

ID: 334722151

mixed.3kiltnv6

ID: 334721946

disposabletweezers.3j9gldmv

ID: 334722218

disposabletweezers.3j9gdrlq

ID: 334722236

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

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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	48,518
No. of clones	4