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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Data (1,495 items)

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unknown.test_2601.23l6hhtv.ingestion-75d65f8bf8-8klns.jpg.2fm515o2.ingestion-575d7f9f5f-vzp2l.jpg.2g851ooq

ID: 137025399

Label: unknown

unknown.test_2641.23l6hiap.ingestion-75d65f8bf8-8klns.jpg.2fm5166n.ingestion-575d7f9f5f-6psth.jpg.2g851pbf

ID: 137025381

Label: unknown

unknown.test_1029.23l6h1th.ingestion-75d65f8bf8-v25tg.jpg.2fm50v57.ingestion-575d7f9f5f-6psth.jpg.2g851fvm

ID: 137025650

Label: unknown

unknown.test_3669.23l6hse6.ingestion-75d65f8bf8-v25tg.jpg.2fm51c23.ingestion-575d7f9f5f-pz4jd.jpg.2g851vbd

ID: 137025215

Label: unknown

cars.03293.23l5fhh7.ingestion-75d65f8bf8-8klns.jpg.2fm50rqb.ingestion-575d7f9f5f-vzp2l.jpg.2g851cs8

ID: 137025787

Label: cars

unknown.test_2174.23l6hdi1.ingestion-75d65f8bf8-8klns.jpg.2fm513q7.ingestion-575d7f9f5f-vzp2l.jpg.2g851m9v

ID: 137025469

Label: unknown

unknown.test_3121.23l6hn41.ingestion-75d65f8bf8-v25tg.jpg.2fm5198q.ingestion-575d7f9f5f-pz4jd.jpg.2g851sii

ID: 137025303

Label: unknown

cars.00106.23l5eg51.ingestion-75d65f8bf8-v25tg.jpg.2fm50elk.ingestion-575d7f9f5f-6psth.jpg.2g850sui

ID: 137026302

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	207,538
No. of clones	5