Developer Relations / Car Detection - Grad-CAM article Public

Target: Cortex-M4F 80MHz 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.

Car Detection - Grad-CAM article

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

unknown.test_3406.23l6hprr.ingestion-75d65f8bf8-xqqb9.jpg.2fm51aud.ingestion-575d7f9f5f-vzp2l.jpg.2g851u5e

ID: 1518072775

Label: unknown

cars.03386.23l5fies.ingestion-75d65f8bf8-8klns.jpg.2fm50s92.ingestion-575d7f9f5f-6psth.jpg.2g851d9b

ID: 1518073273

Label: cars

unknown.test_1521.23l6h6oq.ingestion-75d65f8bf8-v25tg.jpg.2fm51144.ingestion-575d7f9f5f-vzp2l.jpg.2g851jim

ID: 1518073075

Label: unknown

unknown.test_3559.23l6hrcl.ingestion-75d65f8bf8-8klns.jpg.2fm51bfo.ingestion-575d7f9f5f-vzp2l.jpg.2g851uog

ID: 1518072749

Label: unknown

cars.00388.23l5ej68.ingestion-75d65f8bf8-8klns.jpg.2fm50fob.ingestion-575d7f9f5f-6psth.jpg.2g850ubf

ID: 1518073790

Label: cars

cars.01110.23l5eqqt.ingestion-75d65f8bf8-v25tg.jpg.2fm50i49.ingestion-575d7f9f5f-6psth.jpg.2g85126c

ID: 1518073660

Label: cars

unknown.test_1976.23l6hbjf.ingestion-75d65f8bf8-8klns.jpg.2fm512tn.ingestion-575d7f9f5f-pz4jd.jpg.2g851lig

ID: 1518073022

Label: unknown

unknown.test_3125.23l6hn51.ingestion-75d65f8bf8-xqqb9.jpg.2fm5198u.ingestion-575d7f9f5f-vzp2l.jpg.2g851sii

ID: 1518072810

Label: unknown

Model accuracy, Impulse #4 (Unoptimized (float32))

View 2 other experiments

Validation set

99.2%

Test set

100.0%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

6412 ms.

Peak RAM usage

1.3M

Flash usage

106.1K

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	49115
Project version	2
License	BSD 3-Clause Clear
No. of views	197,749
No. of clones	2