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.630kqslp
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ID: 2203825619
sample.630kuqe2
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ID: 2203830011
sample.630krl63
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ID: 2203826641
sample.630ktrvb
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ID: 2203829131
sample.630ksegp
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ID: 2203827515
sample.630ktcvg
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ID: 2203828642
sample.630kr1fn
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ID: 2203825774
sample.630ks9h0
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ID: 2203827424

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 5,542
No. of clones 5
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