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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11108-50 09-24 18_33_31-raw

ID: 138351838

9736-82 09-18 17_25_39-raw

ID: 138353051

4541-78 09-14 11_55_43-raw

ID: 138353930

515-98 09-14 08_50_00-raw

ID: 138354046

494-95 09-14 08_48_51-raw

ID: 138354051

7542-94 09-24 15_10_30-raw

ID: 138351478

12382-94 09-21 16_34_04-raw

ID: 138352685

10959-60 09-24 18_21_12-raw

ID: 138351911

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	50,831
No. of clones	19