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_3344
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ID: 781234801
rgb_2305
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ID: 781260774
rgb_0657
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ID: 781237081
rgb_2082
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ID: 781251213
rgb_3797
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ID: 781234418
rgb_5788
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ID: 781248249
rgb_8896
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ID: 781255413
rgb_4545
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ID: 781249240

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 303,890
No. of clones 37
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