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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3693-93 09-15 10_49_05-raw

ID: 138353760

757-75 09-24 10_14_52-raw

ID: 138351753

368-87 09-24 09_58_04-raw

ID: 138352383

5052-50 09-24 13_20_28-raw

ID: 138350943

29-0

ID: 138354396

303-95 09-12 15_42_09-raw

ID: 138354226

10084-99 09-24 17_17_49-raw

ID: 138352480

1564-98 09-16 12_58_13-raw

ID: 138353603

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	55,515
No. of clones	19