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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10918-95 09-24 18_17_12-raw

ID: 138350849

8654-66 09-24 15_59_51-raw

ID: 138352633

258-90 09-15 08_25_05-raw

ID: 138353747

9068-93 09-24 16_23_16-raw

ID: 138351557

242-89 09-24 09_52_42-raw

ID: 138351145

10109-82 09-24 17_19_40-raw

ID: 138351749

4279-55 09-24 12_42_23-raw

ID: 138352375

10883-85 09-24 18_14_07-raw

ID: 138352138

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	45,258
No. of clones	14