Edge Impulse Inc. / Cars binary classifier - EON Tuner Search Space Public

Target: Arduino Portenta H7 (Cortex-M7 480MHz) Clone this project

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Cars binary classifier - EON Tuner Search Space

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About this project

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Data (1,495 items)

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unknown.test_3176.23l6hnkn.ingestion-75d65f8bf8-v25tg.jpg.2fm51998.ingestion-575d7f9f5f-vzp2l.jpg.2g851sji

ID: 137025295

Label: unknown

cars.01592.23l5evub.ingestion-75d65f8bf8-xqqb9.jpg.2fm50jr3.ingestion-575d7f9f5f-6psth.jpg.2g8513u4

ID: 137026072

Label: cars

cars.00330.23l5eiii.ingestion-75d65f8bf8-v25tg.jpg.2fm50eup.ingestion-575d7f9f5f-vzp2l.jpg.2g850t5f

ID: 137026291

Label: cars

cars.01244.23l5es93.ingestion-75d65f8bf8-xqqb9.jpg.2fm50ibc.ingestion-575d7f9f5f-vzp2l.jpg.2g8512ig

ID: 137026136

Label: cars

unknown.test_1489.23l6h6el.ingestion-75d65f8bf8-v25tg.jpg.2fm51144.ingestion-575d7f9f5f-6psth.jpg.2g851ji8

ID: 137025562

Label: unknown

unknown.test_1744.23l6h97q.ingestion-75d65f8bf8-v25tg.jpg.2fm51210.ingestion-575d7f9f5f-6psth.jpg.2g851ka0

ID: 137025535

Label: unknown

cars.01683.23l5f0vg.ingestion-75d65f8bf8-8klns.jpg.2fm50k3t.ingestion-575d7f9f5f-vzp2l.jpg.2g8514lr

ID: 137026066

Label: cars

cars.02480.23l5f97g.ingestion-75d65f8bf8-xqqb9.jpg.2fm50o2t.ingestion-575d7f9f5f-vzp2l.jpg.2g85193h

ID: 137025911

Label: cars

Model accuracy (Unoptimized (float32))

Validation set

89.4%

Test set

87.1%

On-device performance (Arduino Portenta H7 (Cortex-M7 480MHz), Quantized (int8))

Latency

449 ms.

Peak RAM usage

48.1K

Flash usage

98.6K

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Dataset summary

Data collected

1,495 items

Labels

cars, unknown

Project info

Project ID	140917
Project version	2
License	BSD 3-Clause Clear
No. of views	188,187
No. of clones	4