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.00137.23l5egfq.ingestion-75d65f8bf8-xqqb9.jpg.2fm50e6t.ingestion-575d7f9f5f-6psth.jpg.2g850tl1

ID: 137026284

Label: cars

unknown.test_2555.23l6hhdc.ingestion-75d65f8bf8-v25tg.jpg.2fm515nj.ingestion-575d7f9f5f-pz4jd.jpg.2g851oje

ID: 137025407

Label: unknown

cars.02156.23l5f5t1.ingestion-75d65f8bf8-xqqb9.jpg.2fm50mel.ingestion-575d7f9f5f-vzp2l.jpg.2g85170r

ID: 137025967

Label: cars

unknown.test_1952.23l6hbc4.ingestion-75d65f8bf8-xqqb9.jpg.2fm512tm.ingestion-575d7f9f5f-pz4jd.jpg.2g851lib

ID: 137025509

Label: unknown

cars.03094.23l5ffdf.ingestion-75d65f8bf8-xqqb9.jpg.2fm50qt4.ingestion-575d7f9f5f-6psth.jpg.2g851bqs

ID: 137025812

Label: cars

unknown.test_1365.23l6h57e.ingestion-75d65f8bf8-v25tg.jpg.2fm510lv.ingestion-575d7f9f5f-6psth.jpg.2g851ivh

ID: 137025583

Label: unknown

unknown.test_2142.23l6hd8v.ingestion-75d65f8bf8-xqqb9.jpg.2fm513q2.ingestion-575d7f9f5f-pz4jd.jpg.2g851m3d

ID: 137025484

Label: unknown

unknown.test_4024.23l6hvuh.ingestion-75d65f8bf8-8klns.jpg.2fm51e9j.ingestion-575d7f9f5f-6psth.jpg.2g8521kg

ID: 137025157

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	196,182
No. of clones	5