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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4410-97 09-24 12_48_52-raw

ID: 138351962

10755-60 09-24 18_04_04-raw

ID: 138351123

8228-85 09-24 15_39_19-raw

ID: 138351082

3956-99 09-20 10_47_23-raw

ID: 138352919

4188-82 09-24 12_37_32-raw

ID: 138351359

2649-69 09-13 14_42_45-raw

ID: 138354194

5760-66 09-24 13_53_41-raw

ID: 138350790

4806-87 09-24 13_07_56-raw

ID: 138352216

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	58,994
No. of clones	19