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The current technological landscape is experiencing a pivotal shift towards edge computing, spurred by rapid advancements in generative AI (GenAI) and...
Introduction
When it comes to image classification, the nimble models capable of efficiently processing images without compromising accuracy are essential. MobileNetV2 has emerged as a...
AI | Dec 11, 2023 Image courtesy of DALL-EPowering an Efficient AI Future of Everyday Devices with TinyMLWhat is TinyMLTiny Machine Learning (TinyML) is...
Introduction
Convolutional Neural Networks (CNNs) have been key players in understanding images and patterns, transforming the landscape of deep learning. The journey began with Yan...
Arm has unveiled its Cortex-M52, a highly efficient processor integrated with Arm Helium technology, delivering enhanced AI capabilities for lower-cost IoT devices. The Cortex-M...
Introduction
In AI, two distinct challenges have surfaced: deploying large models in cloud environments, incurring formidable compute costs that impede scalability and profitability, and accommodating...
With the exponential growth of the Internet of Things (IoT), managing communication between devices and systems is growing in importance. IoT communication is...
Industrial companies are always looking to improve their competitiveness in terms of productivity, profitability, flexibility, quality, and agility. Most of them will use...
Overview
As we delve deeper into the world of Parameter-Efficient Fine-Tuning (PEFT), it becomes essential to understand the driving forces and methodologies behind this transformative...
