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.02208.23l5f6ek.ingestion-75d65f8bf8-xqqb9.jpg.2fm50miq.ingestion-575d7f9f5f-pz4jd.jpg.2g85179k

ID: 137025954

Label: cars

unknown.test_1139.23l6h30a.ingestion-75d65f8bf8-v25tg.jpg.2fm50vh8.ingestion-575d7f9f5f-6psth.jpg.2g851h6d

ID: 137025626

Label: unknown

cars.01525.23l5ev85.ingestion-75d65f8bf8-8klns.jpg.2fm50j2l.ingestion-575d7f9f5f-6psth.jpg.2g8513f5

ID: 137026090

Label: cars

cars.01019.23l5epre.ingestion-75d65f8bf8-v25tg.jpg.2fm50hmf.ingestion-575d7f9f5f-6psth.jpg.2g8511oa

ID: 137026155

Label: cars

unknown.test_3466.23l6hqf8.ingestion-75d65f8bf8-v25tg.jpg.2fm51av2.ingestion-575d7f9f5f-pz4jd.jpg.2g851unq

ID: 137025246

Label: unknown

unknown.test_3836.23l6hu40.ingestion-75d65f8bf8-8klns.jpg.2fm51d5c.ingestion-575d7f9f5f-vzp2l.jpg.2g85209e

ID: 137025187

Label: unknown

unknown.test_1709.23l6h8qv.ingestion-75d65f8bf8-v25tg.jpg.2fm5120f.ingestion-575d7f9f5f-vzp2l.jpg.2g851k9m

ID: 137025548

Label: unknown

cars.03492.23l5fjh6.ingestion-75d65f8bf8-8klns.jpg.2fm50suv.ingestion-575d7f9f5f-6psth.jpg.2g851dg0

ID: 137025746

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	183,273
No. of clones	4