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_1426

ID: 1668717612

IMG_5081 Small

ID: 1594759788

IMG_0505 2 Small

ID: 1595592061

IMG_0228

ID: 1668717554

IMG_9161

ID: 1668717579

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

ID: 1668717559

IMG_5093 Small

ID: 1594759781

IMG_7895 Small

ID: 1595592039

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	8,548
No. of clones	2