Edge Impulse Experts / No helmet no green - Texas Instruments AM62A Public

Target: TI AM62A (with Deep Learning Accelerator) 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.

No helmet no green - Texas Instruments AM62A

AI traffic light system to detect motorcycle helmets

Object detection

About this project

No green no light, AI traffic light with TI AM62A

Demo at https://www.youtube.com/watch?v=YR2Mjf_unmU

Contact @RoniBandini

Data (116 items)

View all

IMG_20231020_181834

ID: 633989516

IMG_20231020_181813

ID: 633989517

IMG_20231020_191752

ID: 633989503

IMG_20231020_181516

ID: 633989551

IMG_20231020_191817

ID: 633989494

IMG_20231017_142947

ID: 633989561

IMG_20231020_191745

ID: 633989502

IMG_20231017_142806

ID: 633989576

Model accuracy (Unoptimized (float32))

Validation set

95.2%

Test set

95.0%

On-device performance (TI AM62A (with Deep Learning Accelerator), Unoptimized (float32))

Latency

3 ms.

Flash usage

102.3K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

116 items

Labels

helmet, nohelmet

Project info

Project ID	295740
Project version	2
License	Apache 2.0
No. of views	18,516
No. of clones	20