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.630kpeh1
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ID: 2203823829
sample.630kr6h9
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ID: 2203825899
sample.630kt751
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ID: 2203828431
sample.630ku0g3
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ID: 2203829230
sample.630ksojb
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ID: 2203827899
sample.630ks4gv
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ID: 2203827285
sample.630ktiot
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ID: 2203828829
sample.630krl63
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ID: 2203826641

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 5,185
No. of clones 5
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