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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7669-99 09-14 14_07_53-raw

ID: 138353877

2574-84 09-13 14_39_44-raw

ID: 138354193

5052-50 09-24 13_20_28-raw

ID: 138350943

9821-60 09-24 17_00_54-raw

ID: 138352311

4692-66 09-24 13_02_04-raw

ID: 138352488

8903-89 09-24 16_13_52-raw

ID: 138351537

11922-64 09-18 18_54_55-raw

ID: 138353004

4068-80 09-17 13_40_01-raw

ID: 138353459

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	34,181
No. of clones	12