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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9542-94 09-24 16_46_11-raw

ID: 138350688

10086-78 09-24 17_18_04-raw

ID: 138351154

10097-50 09-24 17_18_42-raw

ID: 138351429

134-75 09-15 08_19_39-raw

ID: 138353792

1151-83 09-14 09_30_18-raw

ID: 138353974

8515-96 09-16 17_35_41-raw

ID: 138353589

4990-60 09-24 13_17_19-raw

ID: 138352105

10286-78 09-24 17_32_00-raw

ID: 138352651

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	53,984
No. of clones	19