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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10970-66 09-24 18_22_18-raw

ID: 138351699

bicycle.3b4j0jsu

ID: 138354476

996-89 09-17 11_31_10-raw

ID: 138353424

9987-89 09-24 17_11_29-raw

ID: 138351053

4806-87 09-24 13_07_56-raw

ID: 138352216

8852-91 09-24 16_10_16-raw

ID: 138351172

10897-87 09-24 18_15_20-raw

ID: 138351893

11012-99 09-18 18_17_12-raw

ID: 138353030

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	67,178
No. of clones	20