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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screwdriver.3j6t2l8g

ID: 334722656

curvedtweezers.3j8pd5go

ID: 334722521

disposabletweezers.3j9g6j3b

ID: 334722248

mixed.3kilkctb

ID: 334721974

disposabletweezers.3j9f801s

ID: 334722268

disposabletweezers.3j9f0o0d

ID: 334722296

scissors.3j6v39ju

ID: 334722603

disposabletweezers.3j9g1t6n

ID: 334722260

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	65,388
No. of clones	9