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

Target: TI AM62A (with Deep Learning Accelerator) Clone this project

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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)

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IMG_20231020_191741

ID: 633989498

IMG_20231020_181817

ID: 633989510

IMG_20231020_181722

ID: 633989525

IMG_20231020_181729

ID: 633989522

IMG_20231020_181657

ID: 633989531

IMG_20231017_142721

ID: 633989553

IMG_20231017_142947

ID: 633989561

IMG_20231017_142742

ID: 633989580

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

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Dataset summary

Data collected

116 items

Labels

helmet, nohelmet

Project info

Project ID	295740
Project version	2
License	Apache 2.0
No. of views	20,905
No. of clones	22