Blog Posts

Case History: Florim

This blog post was originally published by Onit. It is reprinted here with the permission of Onit. 80 Forklifts for Indoor and Outdoor Logistics Florim is a multinational company recognized in the production of ceramic surfaces. With an innate passion for beauty and design, Florim has been producing ceramic surfaces for every building, architecture and […]

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What is a PoE Camera and How Does It Help Ethernet-based Vision Applications?

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. PoE cameras combine power source and data connection capabilities through a single Ethernet cable. They can be integrated into intelligent embedded vision systems across different environments. Find out the real impact of PoE cameras on

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Deep Learning Models Which Pay Attention (Part I)

This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. The attention mechanism made big changes in deep learning. Thanks to this, models can achieve better results. This mechanism was also the inspiration for perceivers and also transformer neural networks . And transformers led to the development

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AI On the Edge: Machine Learning in Restricted Environments

This blog post was originally published at Silo AI’s website. It is reprinted here with the permission of Silo AI. Machine learning in embedded systems is becoming increasingly important. We are seeing it being utilized in a multitude of different application areas including automotive, manufacturing, robotics as well as as well as in advanced consumer

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Embodied AI: How Do AI-powered Robots Perceive the World?

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. While robots have proliferated in recent years in smart cities, factories and homes, we are mostly interacting with robots controlled by classical handcrafted algorithms. These are robots that have a narrow goal and don’t learn from their

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Using Synthetic Data to Address Novel Viewpoints for Autonomous Vehicle Perception

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Autonomous vehicles (AV) come in all shapes and sizes, ranging from small passenger cars to multi-axle semi-trucks. However, a perception algorithm deployed on these vehicles must be trained to handle similar situations, like avoiding an obstacle or

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Preserving Privacy and Security In a Generative AI World

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. AI and privacy: How on-device AI enhances privacy and security The rapid adoption of generative artificial intelligence (AI) has opened a new world promising explosive creativity, convenience and productivity. With large language models (LLMs), as well as

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Why is Explaining Machine Learning Models Important?

This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. Why is explaining machine learning models important? The main focus in machine learning projects is to optimize metrics  like accuracy, precision, recall, etc. We put effort into hyper-parameter tuning or designing good data pre-processing. What if these

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The Role of the Inertial Measurement Unit in 3D Time-of-flight Cameras

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. An Inertial Measurement Unit (IMU) detects movements and rotations across six degrees of freedom, representing the types of motion a system can experience. When paired with Time-of-flight (ToF) cameras, it ensures accurate spatial understanding and

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Understanding Today’s Edge AI

This blog post was originally published at Silo AI’s website. It is reprinted here with the permission of Silo AI. Similarly to AI, edge AI should be approached as an umbrella term. Edge AI is not a model but an entire technology stack. Like AI, there’s an incredible amount of different technologies and methods underneath

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Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

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