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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9752-98 09-24 16_56_09-raw

ID: 138351086

12254-93 09-18 19_10_26-raw

ID: 138352984

929-50 09-12 16_07_26-raw

ID: 138354227

10195-62 09-20 14_56_46-raw

ID: 138352868

10071-50 09-24 17_16_46-raw

ID: 138351551

2542-55 09-21 10_01_45-raw

ID: 138352763

78-75 09-24 09_45_06-raw

ID: 138352346

10827-78 09-24 18_08_50-raw

ID: 138351013

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	41,087
No. of clones	14