Edge Impulse Inc. / Cars binary classifier - EON Tuner Search Space Public

Target: Arduino Portenta H7 (Cortex-M7 480MHz) Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Cars binary classifier - EON Tuner Search Space

Images

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)

View all

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

ID: 137026284

Label: cars

unknown.test_3156.23l6hneh.ingestion-75d65f8bf8-v25tg.jpg.2fm51990.ingestion-575d7f9f5f-vzp2l.jpg.2g851sj7

ID: 137025292

Label: unknown

unknown.test_1139.23l6h30a.ingestion-75d65f8bf8-v25tg.jpg.2fm50vh8.ingestion-575d7f9f5f-6psth.jpg.2g851h6d

ID: 137025626

Label: unknown

unknown.test_3706.23l6hspi.ingestion-75d65f8bf8-8klns.jpg.2fm51ckc.ingestion-575d7f9f5f-6psth.jpg.2g851vbg

ID: 137025183

Label: unknown

unknown.test_3403.23l6hprf.ingestion-75d65f8bf8-v25tg.jpg.2fm51aem.ingestion-575d7f9f5f-pz4jd.jpg.2g851u5c

ID: 137025258

Label: unknown

cars.00450.23l5ejt7.ingestion-75d65f8bf8-8klns.jpg.2fm50g5p.ingestion-575d7f9f5f-6psth.jpg.2g850ur5

ID: 137026263

Label: cars

unknown.test_2938.23l6hl95.ingestion-75d65f8bf8-xqqb9.jpg.2fm517pd.ingestion-575d7f9f5f-pz4jd.jpg.2g851qvu

ID: 137025339

Label: unknown

cars.00321.23l5eif2.ingestion-75d65f8bf8-8klns.jpg.2fm50esh.ingestion-575d7f9f5f-pz4jd.jpg.2g850t4f

ID: 137026292

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

Run this model

Scan QR code or launch in browser

Launch in browser

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	197,834
No. of clones	5