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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4029-89 09-24 12_29_00-raw

ID: 138351303

background.3bfh7eg9

ID: 138354408

4489-78 09-24 12_52_22-raw

ID: 138352330

9632-78 09-24 16_50_13-raw

ID: 138350827

16560-58 09-20 19_14_49-raw

ID: 138352787

4783-97 09-17 14_09_53-raw

ID: 138353360

8118-92 09-18 16_17_39-raw

ID: 138353097

11080-66 09-24 18_31_35-raw

ID: 138352373

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	65,386
No. of clones	20