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_20231017_142908

ID: 633989567

IMG_20231020_191752

ID: 633989503

IMG_20231020_191716

ID: 633989504

IMG_20231017_142714

ID: 633989583

IMG_20231020_181451

ID: 633989545

IMG_20231017_143002

ID: 633989559

IMG_20231020_181719

ID: 633989528

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

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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	25,050
No. of clones	25