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.00406.23l5ejg9.ingestion-75d65f8bf8-8klns.jpg.2fm50g07.ingestion-575d7f9f5f-pz4jd.jpg.2g850ukl

ID: 137026265

Label: cars

cars.01556.23l5evib.ingestion-75d65f8bf8-xqqb9.jpg.2fm50jcd.ingestion-575d7f9f5f-vzp2l.jpg.2g8513ph

ID: 137026075

Label: cars

unknown.test_3004.23l6hlv7.ingestion-75d65f8bf8-xqqb9.jpg.2fm5188u.ingestion-575d7f9f5f-vzp2l.jpg.2g851r1o

ID: 137025326

Label: unknown

unknown.test_2998.23l6hls0.ingestion-75d65f8bf8-8klns.jpg.2fm5188q.ingestion-575d7f9f5f-pz4jd.jpg.2g851r1o

ID: 137025328

Label: unknown

cars.02845.23l5fcrr.ingestion-75d65f8bf8-v25tg.jpg.2fm50plu.ingestion-575d7f9f5f-vzp2l.jpg.2g851ao7

ID: 137025862

Label: cars

unknown.test_1480.23l6h6b3.ingestion-75d65f8bf8-xqqb9.jpg.2fm51141.ingestion-575d7f9f5f-vzp2l.jpg.2g851jhd

ID: 137025569

Label: unknown

cars.02318.23l5f7ij.ingestion-75d65f8bf8-v25tg.jpg.2fm50nd2.ingestion-575d7f9f5f-6psth.jpg.2g85186p

ID: 137025942

Label: cars

cars.00507.23l5ekgp.ingestion-75d65f8bf8-v25tg.jpg.2fm50g8o.ingestion-575d7f9f5f-vzp2l.jpg.2g850v4g

ID: 137026254

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	190,506
No. of clones	4