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.00903.23l5eok5.ingestion-75d65f8bf8-v25tg.jpg.2fm50h6d.ingestion-575d7f9f5f-pz4jd.jpg.2g85115n

ID: 137026177

Label: cars

unknown.test_167.23l6h8ci.ingestion-75d65f8bf8-xqqb9.jpg.2fm50tl2.ingestion-575d7f9f5f-vzp2l.jpg.2g851ehe

ID: 137025717

Label: unknown

unknown.test_2419.23l6hg04.ingestion-75d65f8bf8-xqqb9.jpg.2fm51587.ingestion-575d7f9f5f-pz4jd.jpg.2g851o1h

ID: 137025430

Label: unknown

unknown.test_3782.23l6hti0.ingestion-75d65f8bf8-v25tg.jpg.2fm51ckt.ingestion-575d7f9f5f-pz4jd.jpg.2g85207k

ID: 137025203

Label: unknown

cars.01020.23l5eprh.ingestion-75d65f8bf8-v25tg.jpg.2fm50hl6.ingestion-575d7f9f5f-vzp2l.jpg.2g8511hk

ID: 137026166

Label: cars

cars.01962.23l5f3sl.ingestion-75d65f8bf8-8klns.jpg.2fm50lej.ingestion-575d7f9f5f-pz4jd.jpg.2g85162a

ID: 137025987

Label: cars

unknown.test_2588.23l6hhoa.ingestion-75d65f8bf8-xqqb9.jpg.2fm515o1.ingestion-575d7f9f5f-6psth.jpg.2g851ojl

ID: 137025400

Label: unknown

cars.03477.23l5fjct.ingestion-75d65f8bf8-8klns.jpg.2fm50smf.ingestion-575d7f9f5f-pz4jd.jpg.2g851dfh

ID: 137025742

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	176,555
No. of clones	4