Edge Impulse Experts / Surgery Inventory Synthetic Public
Target: Arduino Nicla Vision (Cortex-M7 480MHz) Clone this project

Surgery Inventory Synthetic

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 (35,067 items)

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rgb_0642
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ID: 781252401
rgb_3257
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ID: 781250270
rgb_4159
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ID: 781249553
rgb_3126
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ID: 781234992
rgb_3372
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ID: 781243766
rgb_6421
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ID: 781247746
rgb_8044
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ID: 781256095
rgb_1556
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ID: 781253282

Model accuracy (Unoptimized (float32))

Validation set
84.6%
Test set
75.7%

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

Latency
81 ms.
Peak RAM usage
239.4K
Flash usage
78.0K

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Dataset summary

Data collected
35,067 items
Labels
scalpel, scissors, sponge, tweezers

Project info

Project ID 322153
Project version 5
License Apache 2.0
No. of views 307,540
No. of clones 43
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