Dan / Dog Doorbell Public
Target: ST STM32N6 (Cortex-M55 800MHz + ST Neural-ART accelerator) Clone this project

Dog Doorbell

Object detection

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Data (128 items)

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IMG_2616 Small
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ID: 1595592043
IMG_5093 Small
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ID: 1594759781
IMG_9041
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ID: 1668717616
IMG_0649
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ID: 1668717551
IMG_1896
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ID: 1668717567
IMG_2130
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ID: 1668717578
IMG_4098 Small
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ID: 1595592013
IMG_2299
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ID: 1668717589

Model accuracy, Impulse ModelNet 320 (Unoptimized (float32))

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Validation set
0.93
Test set
0.87

On-device performance (ST STM32N6 (Cortex-M55 800MHz + ST Neural-ART accelerator), Unoptimized (float32))

Latency
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Dataset summary

Data collected
128 items
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Sparky

Project info

Project ID 613438
License Apache 2.0
No. of views 8,839
No. of clones 2
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