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_1781
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ID: 781261201
rgb_4918
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ID: 781258685
rgb_2865
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ID: 781235204
rgb_1283
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ID: 781236557
rgb_5763
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ID: 781241846
rgb_1654
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ID: 781245148
rgb_2050
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ID: 781235907
rgb_0861
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ID: 781253836

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 354,404
No. of clones 43
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