Dan / Dog Doorbell Public

Target: ST STM32N6 (Cortex-M55 800MHz + ST Neural-ART accelerator) Clone this project

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Dog Doorbell

Object detection

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Data (128 items)

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IMG_4849 Small

ID: 1594759787

IMG_3086 Small

ID: 1595592017

IMG_2579 Small

ID: 1595592009

IMG_8756

ID: 1668717556

71555235414__02375120-FDEB-4481-A9E8-2B9D2682D92A

ID: 1668717599

IMG_5093 Small

ID: 1594759781

IMG_0588 Small

ID: 1595592029

IMG_3575 Small

ID: 1595592027

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

Flash usage

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Dataset summary

Data collected

128 items

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Project info

Project ID	613438
License	Apache 2.0
No. of views	7,322
No. of clones	2