Selected engineering work
Edge AI on embedded vision sensors
Verified active years: 2023
Custom object-detection and segmentation models built and optimised for embedded devices, tuned for on-device speed and accuracy, with real-time detection deployed on IMX500 intelligent vision sensors. Transfer-learning workflows cut training time and integration effort substantially.
My contribution
AI / ML systems engineer
Engineering contributions are described below.
Team / platform context
The description distinguishes system capabilities from personal contributions where the supplied evidence permits.
Engineering record
From implementation to production
The project description below records the supplied engineering work. A project-specific visualization has not been added.
Project description and engineering work
Custom object-detection and segmentation models built and optimised for embedded devices, tuned for on-device speed and accuracy, with real-time detection deployed on IMX500 intelligent vision sensors. Transfer-learning workflows cut training time and integration effort substantially.