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

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (1,495 items)

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cars.00152.23l5eglo.ingestion-75d65f8bf8-v25tg.jpg.2fm50ee1.ingestion-575d7f9f5f-pz4jd.jpg.2g850ufl

ID: 137026270

Label: cars

unknown.test_379.23l6htkr.ingestion-75d65f8bf8-8klns.jpg.2fm50udh.ingestion-575d7f9f5f-6psth.jpg.2g851fks

ID: 137025679

Label: unknown

cars.00083.23l5efrq.ingestion-75d65f8bf8-8klns.jpg.2fm50edp.ingestion-575d7f9f5f-vzp2l.jpg.2g850skp

ID: 137026310

Label: cars

cars.00006.23l5ef44.ingestion-75d65f8bf8-xqqb9.jpg.2fm50e04.ingestion-575d7f9f5f-vzp2l.jpg.2g850sds

ID: 137026315

Label: cars

cars.02116.23l5f5gt.ingestion-75d65f8bf8-8klns.jpg.2fm50m82.ingestion-575d7f9f5f-6psth.jpg.2g8516la

ID: 137025976

Label: cars

cars.01728.23l5f1d5.ingestion-75d65f8bf8-8klns.jpg.2fm50kdd.ingestion-575d7f9f5f-vzp2l.jpg.2g8514mr

ID: 137026062

Label: cars

cars.02875.23l5fd5v.ingestion-75d65f8bf8-v25tg.jpg.2fm50pn9.ingestion-575d7f9f5f-6psth.jpg.2g851aru

ID: 137025852

Label: cars

cars.03433.23l5fium.ingestion-75d65f8bf8-v25tg.jpg.2fm50sif.ingestion-575d7f9f5f-pz4jd.jpg.2g851dc5

ID: 137025757

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	174,615
No. of clones	4