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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cars.03363.23l5fi7a.ingestion-75d65f8bf8-xqqb9.jpg.2fm50s7h.ingestion-575d7f9f5f-pz4jd.jpg.2g851d5f

ID: 137025771

Label: cars

unknown.test_2530.23l6hh58.ingestion-75d65f8bf8-xqqb9.jpg.2fm515na.ingestion-575d7f9f5f-6psth.jpg.2g851oj7

ID: 137025406

Label: unknown

unknown.test_264.23l6hi9t.ingestion-75d65f8bf8-8klns.jpg.2fm50u1p.ingestion-575d7f9f5f-vzp2l.jpg.2g851f5l

ID: 137025697

Label: unknown

cars.02019.23l5f4em.ingestion-75d65f8bf8-v25tg.jpg.2fm50lm8.ingestion-575d7f9f5f-vzp2l.jpg.2g851697

ID: 137025992

Label: cars

cars.00563.23l5el41.ingestion-75d65f8bf8-xqqb9.jpg.2fm50gej.ingestion-575d7f9f5f-pz4jd.jpg.2g850vbn

ID: 137026237

Label: cars

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

ID: 137026072

Label: cars

cars.03313.23l5fhnc.ingestion-75d65f8bf8-v25tg.jpg.2fm50rrf.ingestion-575d7f9f5f-vzp2l.jpg.2g851csj

ID: 137025784

Label: cars

cars.03249.23l5fh1n.ingestion-75d65f8bf8-v25tg.jpg.2fm50rlu.ingestion-575d7f9f5f-vzp2l.jpg.2g851cq5

ID: 137025793

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	179,427
No. of clones	4