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_7711

ID: 1668717606

IMG_2669

ID: 1668717557

IMG_4010 Small

ID: 1595592053

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

ID: 1668717592

IMG_0368

ID: 1668717611

IMG_0228

ID: 1668717554

IMG_9752

ID: 1668717594

IMG_2671

ID: 1668717596

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	5,824
No. of clones	2