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As AI technology continues to advance, there is a growing demand for deep learning models to tackle more complex tasks, particularly on edge devices. However, real-time performance and hardware constraints can present significant challenges in deploying these models on such devices. At SightX, we have been exploring ways to optimize deep learning models for top performance on edge devices while minimizing degradation.
In this lecture, we will share our insights and techniques for deploying AI on edge devices, specifically focusing on hardware-aware optimization of deep learning models. We’ll review practical ways to effectively deploy deep learning models in real-time scenarios.
Speaker: Raz Petel, SightX’s Head of AI
Scroll down on this page and join the Computer Vision Meetup friendliest to your timezone:
https://www.meetup.com/pro/computer-vision-meetups/
Recorded on Aug 24, 2023 at the virtual Computer Vision Meetup.
#computervision #machinelearning #datascience #ai #artificialintelligence
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