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_0588 Small

ID: 1595592029

IMG_4237 Small

ID: 1595592067

IMG_4895 Small

ID: 1594759779

IMG_3872 Small

ID: 1595591999

IMG_2579 Small

ID: 1595592009

IMG_0368

ID: 1668717611

70242424246__7BB7E85D-5BCE-4FAF-9939-EE761DBB0768

ID: 1668717592

IMG_4397 Small

ID: 1595592051

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	4,817
No. of clones	2