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_4773 Small
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ID: 1594759778
IMG_2671
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ID: 1668717596
IMG_8356
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ID: 1668717577
IMG_7890 Small
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ID: 1595592057
IMG_2495
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ID: 1668717609
IMG_8358
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ID: 1668717584
IMG_3884 Small
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ID: 1595592041
IMG_2616 Small
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ID: 1595592043

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 6,336
No. of clones 2
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