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.03538.23l5fjvf.ingestion-75d65f8bf8-v25tg.jpg.2fm50t66.ingestion-575d7f9f5f-6psth.jpg.2g851dla

ID: 137025740

Label: cars

cars.01711.23l5f18d.ingestion-75d65f8bf8-v25tg.jpg.2fm50kd8.ingestion-575d7f9f5f-vzp2l.jpg.2g8514ul

ID: 137026049

Label: cars

unknown.test_2670.23l6hikf.ingestion-75d65f8bf8-8klns.jpg.2fm5166v.ingestion-575d7f9f5f-6psth.jpg.2g851pbh

ID: 137025382

Label: unknown

cars.02367.23l5f832.ingestion-75d65f8bf8-v25tg.jpg.2fm50nln.ingestion-575d7f9f5f-pz4jd.jpg.2g8518ru

ID: 137025931

Label: cars

cars.01526.23l5ev8h.ingestion-75d65f8bf8-v25tg.jpg.2fm50j48.ingestion-575d7f9f5f-vzp2l.jpg.2g8513ho

ID: 137026089

Label: cars

cars.01793.23l5f246.ingestion-75d65f8bf8-xqqb9.jpg.2fm50kqa.ingestion-575d7f9f5f-pz4jd.jpg.2g8515d3

ID: 137026043

Label: cars

unknown.test_184.23l6ha6s.ingestion-75d65f8bf8-8klns.jpg.2fm50tl9.ingestion-575d7f9f5f-vzp2l.jpg.2g851ek4

ID: 137025709

Label: unknown

unknown.test_3167.23l6hni2.ingestion-75d65f8bf8-8klns.jpg.2fm51996.ingestion-575d7f9f5f-pz4jd.jpg.2g851sk1

ID: 137025285

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	192,387
No. of clones	5