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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9886-55 09-24 17_05_03-raw

ID: 138352605

4707-77 09-20 11_17_13-raw

ID: 138352921

4779-87 09-17 14_09_39-raw

ID: 138353323

7932-99 09-18 16_10_07-raw

ID: 138353111

10152-66 09-24 17_22_47-raw

ID: 138351850

3026-98 09-24 11_46_39-raw

ID: 138352252

743-98 09-12 15_59_41-raw

ID: 138354241

4197-97 09-24 12_38_06-raw

ID: 138352292

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	47,749
No. of clones	19