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Technology Deep Dive

Do a deep dive into various camera technologies and understand how they enhance the performance of camera-based devices and help machines see better.

Sensor and ISPTechnology Deep Dive

IMX415 vs. IMX335 sensors: A comprehensive comparison guide

Prabu Kumar
by Prabu Kumar
IMX335 and IMX415 are two popular sensors from Sony. Used in many embedded vision applications, they have many similarities and differences. Read this article to learn everything about the features, architecture, and performance characteristics of the two sensors....
Sensor and ISPTechnology Deep Dive

Understanding Bayer Pattern and the significance of an ISP in image processing

Vinoth Rajagopalan
by Vinoth Rajagopalan
Debayering is one of the most basic image processing techniques. Learn everything you need to know about the process. Also learn the image processing tasks carried out by an image signal processor in order to achieve the best possible output in an embedded camera....
Technology Deep Dive

What is edge AI and what are its applications?

Prabu Kumar
by Prabu Kumar
Edge-based AI processing has given rise to many new-age embedded vision applications. But what exactly is edge AI? What are its benefits compared to traditional cloud-based computing? Check out this article where we dive deep into these in addition to looking at some of the modern camera-based applications where edge...
OpticsTechnology Deep Dive

What is Field of View? What is its relevance in embedded vision?

Prabu Kumar
by Prabu Kumar
Field Of View (FOV) is one of the most important factors to consider while selecting and integrating a camera into your device. In this article, learn what the term means, the factors that determine the FOV value, and its relevance in modern-day embedded vision applications....
Technology Deep DiveTime-of-Flight (ToF)

What are depth-sensing cameras? How do they work?

Prabu Kumar
by Prabu Kumar
Depth sensing cameras are used in new-age autonomous vehicles to help them seamlessly navigate their environments. Learn all that you need to know about depth-sensing cameras, the types, their working principle, and the key embedded vision applications where they are used....
Camera InterfaceTechnology Deep Dive

GMSL2 Cameras vs. Ethernet Cameras – a detailed comparison

Prabu Kumar
by Prabu Kumar
Ethernet and GMSL2 are interfaces used for long-distance transmission in embedded vision applications. They both come with their own advantages and disadvantages. Learn what ethernet and GMSL2 cameras are, how they work, and how they compare with each other along 4 different parameters....
Technology Deep Dive

A quick guide to understanding Zoom Control in cameras to decide what your application needs

Prabu Kumar
by Prabu Kumar
Zoom is one of the most critical features in many popular embedded vision applications. Learn everything you need to know about zoom – from its types to how each of them works and the applications where they can be used....
Optics

The ultimate step-by-step guide to choosing an M12 lens for your embedded camera application

Prabu Kumar
by Prabu Kumar
M12 lenses are one of the most common types of lenses used in embedded cameras. Learn everything you need to know about their advantages, factors to consider while integrating them into your embedded vision system, and the most popular camera-based applications where they are used....
Technology Deep Dive

What are the crucial factors to consider while integrating multi-camera solutions?

Ranjith Kumar
by Ranjith Kumar
Many new-age embedded vision applications like robots, airport kiosks, and surround view systems are powered by multi-camera systems. Learn everything you need to know about the factors to be considered for seamlessly integrating multi-cameras into your embedded vision system....
OpticsTechnology Deep Dive

How to choose the right lens for your embedded camera application

Prabu Kumar
by Prabu Kumar
Choosing the right lens is one of the most critical steps in ensuring the effective functioning of an embedded camera system. In this article, learn in detail the 7 key factors you need to consider while selecting the best-fit lens for your embedded vision application....