6 Things You Need To Know About Data Management And Why It Matters For Computer Vision - KDnuggets

The race to Industry 4.0 and accelerated adoption of digital automation are pressure testing organizations across industries. It is becoming increasingly matter-of-fact that an enterprise's ability to leverage data is a key source of competitive advantage--this principle especially holds true when it comes to building and maintaining computer vision applications. Visual automation models are powered by images and videos that capture a digital representation of our physical world. In most enterprises, media is captured across multiple sensor edge devices and lives in siloed source systems, making the integration of media across environments a core challenge that needs to be solved when building a computer vision system that seeks to automate visual inspection. Media becomes even more important in a world where model architectures (the code that builds up the neural networks on which an AI model is trained) are increasingly commoditized and stable.