Embedl's Blog on Deep Learning
Efficiency Is the Key to Sustainable AI
The recently announced strategic partnership between OpenAI and NVIDIA has spotlighted the issue of AI energy consumptio...
Hardware Aware Model Optimization
You probably hit a wall if you've ever trained a high-performing deep learning model and tried to deploy it to an embedd...
Agentic AI is Accelerating – But Can It Reach the Edge?
2025 is shaping up to be the year of agentic AI. Identified as one of the most transformative technology shifts on the h...
Llama 4 on the Edge: Overcoming Limitations of Deploying Mixture-of-Experts on Edge Devices
Introduction Mixture-of-Experts (MoE) has emerged as one of the most promising approaches for scaling up large generativ...
Google vs. OpenAI: New Breakthroughs in the AI Race – But at What Cost?
Since the release of ChatGPT in late 2022, OpenAI quickly established itself as the front-runner in the race for the mos...
Challenges Faced by R&D Teams in Deep Learning Development
Research and development (R&D) teams are at the heart of innovation and progress across industries. Whether in techn...
Revolutionize Your Embedded Systems
The world of embedded systems is rapidly evolving. With the surge of smart devices and IoT, there's an increasing demand...
Difficulties and Constraints in the Automotive Industry
The automotive industry is undergoing a remarkable transformation through the integration of deep learning in embedded s...