Edge Impulse Experts / bicycle-street-fomo Public

Target: Sony Spresense (Cortex-M4F 156MHz) Clone this project

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bicycle-street-fomo

Object detection

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Data (4,004 items)

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9008-96 09-24 16_19_43-raw

ID: 138351452

4804-50 09-24 13_07_48-raw

ID: 138352144

9450-50 09-24 16_42_08-raw

ID: 138352157

9787-91 09-24 16_58_47-raw

ID: 138352257

10505-70 09-24 17_50_30-raw

ID: 138352068

3943-50 09-24 12_25_05-raw

ID: 138352260

8774-78 09-24 16_06_26-raw

ID: 138351495

985-62 09-14 09_19_13-raw

ID: 138353985

Model accuracy (Unoptimized (float32))

Validation set

75.2%

Test set

84.2%

On-device performance (Sony Spresense (Cortex-M4F 156MHz), Quantized (int8))

Latency

1363 ms.

Peak RAM usage

244.1K

Flash usage

74.0K

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Dataset summary

Data collected

4,004 items

Labels

bicycle

Project info

Project ID	133736
Project version	2
License	Apache 2.0
No. of views	63,483
No. of clones	20