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_7273
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ID: 781256726
rgb_6899
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ID: 781257050
rgb_0420
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ID: 781262291
rgb_0106
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ID: 781237541
rgb_0380
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ID: 781262322
rgb_4013
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ID: 781259402
rgb_3577
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ID: 781243603
rgb_6206
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ID: 781257621

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 281,767
No. of clones 28
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