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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forceps.3j8rabq2

ID: 334722459

screwdriver.3j97k7pj

ID: 334722457

screwdriver.3j6svtdi

ID: 334722668

mixed.3k846j9m

ID: 334722114

disposabletweezers.3j9euglj

ID: 334722301

scissors.3j6v2jcc

ID: 334722608

curvedtweezers.3j98c6ui

ID: 334722419

scissors.3j6v0400

ID: 334722612

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	70,510
No. of clones	9