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.02128.23l5f5kl.ingestion-75d65f8bf8-8klns.jpg.2fm50m9e.ingestion-575d7f9f5f-vzp2l.jpg.2g8516rq

ID: 137025971

Label: cars

cars.02580.23l5fa7q.ingestion-75d65f8bf8-8klns.jpg.2fm50oho.ingestion-575d7f9f5f-vzp2l.jpg.2g8519bp

ID: 137025904

Label: cars

cars.01147.23l5er73.ingestion-75d65f8bf8-xqqb9.jpg.2fm50i6q.ingestion-575d7f9f5f-pz4jd.jpg.2g85127e

ID: 137026146

Label: cars

cars.03221.23l5fgpe.ingestion-75d65f8bf8-8klns.jpg.2fm50rc9.ingestion-575d7f9f5f-vzp2l.jpg.2g851cdv

ID: 137025799

Label: cars

unknown.test_1367.23l6h57k.ingestion-75d65f8bf8-v25tg.jpg.2fm510m0.ingestion-575d7f9f5f-vzp2l.jpg.2g851ivj

ID: 137025584

Label: unknown

unknown.test_106.23l6h27d.ingestion-75d65f8bf8-8klns.jpg.2fm50tkf.ingestion-575d7f9f5f-6psth.jpg.2g851ebl

ID: 137025722

Label: unknown

unknown.test_2903.23l6hku0.ingestion-75d65f8bf8-8klns.jpg.2fm517p2.ingestion-575d7f9f5f-6psth.jpg.2g851qec

ID: 137025355

Label: unknown

unknown.test_3801.23l6htp2.ingestion-75d65f8bf8-v25tg.jpg.2fm51d56.ingestion-575d7f9f5f-vzp2l.jpg.2g852099

ID: 137025194

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	211,473
No. of clones	5