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.01085.23l5eqi9.ingestion-75d65f8bf8-8klns.jpg.2fm50ho0.ingestion-575d7f9f5f-vzp2l.jpg.2g8511gn

ID: 137026164

Label: cars

unknown.test_2124.23l6hd33.ingestion-75d65f8bf8-8klns.jpg.2fm513q2.ingestion-575d7f9f5f-vzp2l.jpg.2g851m3d

ID: 137025479

Label: unknown

cars.03086.23l5ffal.ingestion-75d65f8bf8-v25tg.jpg.2fm50qsv.ingestion-575d7f9f5f-vzp2l.jpg.2g851bmv

ID: 137025824

Label: cars

cars.02817.23l5fchm.ingestion-75d65f8bf8-8klns.jpg.2fm50pek.ingestion-575d7f9f5f-vzp2l.jpg.2g851ae6

ID: 137025864

Label: cars

unknown.test_1652.23l6h842.ingestion-75d65f8bf8-v25tg.jpg.2fm511is.ingestion-575d7f9f5f-vzp2l.jpg.2g851k9k

ID: 137025537

Label: unknown

unknown.test_2157.23l6hdcn.ingestion-75d65f8bf8-v25tg.jpg.2fm513q5.ingestion-575d7f9f5f-vzp2l.jpg.2g851m3o

ID: 137025474

Label: unknown

cars.03156.23l5fg12.ingestion-75d65f8bf8-v25tg.jpg.2fm50r2d.ingestion-575d7f9f5f-pz4jd.jpg.2g851bvr

ID: 137025804

Label: cars

unknown.test_3706.23l6hspi.ingestion-75d65f8bf8-8klns.jpg.2fm51ckc.ingestion-575d7f9f5f-6psth.jpg.2g851vbg

ID: 137025183

Label: unknown

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	151,302
No. of clones	4