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_3107 Small

ID: 1595592023

71555235414__02375120-FDEB-4481-A9E8-2B9D2682D92A

ID: 1668717599

70078870087__5B313E63-86EE-4EE0-A382-F2805BE593C4.fullsizerender Small

ID: 1595592021

IMG_2507

ID: 1668717566

IMG_4397 Small

ID: 1595592051

IMG_9625

ID: 1668717564

IMG_8756

ID: 1668717556

70607229553__435C2E51-3396-49BE-BAA8-1921FF45C4D9 Small

ID: 1595592059

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	5,634
No. of clones	2