Manivannan / IntruderDetectionSystem_V2 Public
Target: Arduino Portenta H7 (Cortex-M7 480MHz) Clone this project

IntruderDetectionSystem_V2

Object detection

About this project

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Data (40 items)

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sample.630kreqc
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ID: 2203826334
sample.630kpjrm
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ID: 2203823960
sample.630kub30
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ID: 2203829504
sample.630ktiot
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ID: 2203828829
sample.630ks4gv
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ID: 2203827285
sample.630krvoj
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ID: 2203827109
sample.630kqodj
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ID: 2203825414
sample.630kuk46
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ID: 2203829835

Model accuracy (Unoptimized (float32))

Validation set
92.3%
Test set
88.9%

On-device performance (Arduino Portenta H7 (Cortex-M7 480MHz), Quantized (int8))

Latency
74 ms.
Peak RAM usage
119.4K
Flash usage
81.1K

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Dataset summary

Data collected
40 items
Labels
Intruder

Project info

Project ID 765469
License 3-Clause BSD
No. of views 4,669
No. of clones 5
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