What is Data Annotation? Data annotation is the process of labeling data for supervised machine learning. This simply means adding tags or labels to data so that algorithms can learn from it. For example, if you wanted to teach a machine learning algorithm to recognize cats in pictures, you would need to label a large […]
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What is Data Annotation for Computer Vision? In computer vision, data annotation is the process of annotating samples with metadata for use in machine learning algorithms. While data annotation could be used to annotate any type of sample, it is most commonly used in computer vision applications to create annotations for images, textual descriptions of
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Image annotation is the process of adding structure to an image, providing descriptions for different elements in that image. Image annotation can be used for a variety of purposes, such as solving a visual problem more efficiently or improving the accuracy of training data to teach an AI model. It can range from really simple
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Selfies—video selfies and still photos taken from a camera’s own point of view—have been a thing since the invention of cameras. But as technology has evolved, so too has our ability to produce more revealing images of ourselves. Selfie Videos Datasets For AI Models Computer vision and AI researchers have noted that selfie videos contain
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We don’t have to guess what the future holds for AI and machine learning — it’s right in front of us. Today, organizations are racing to build datasets for these groundbreaking technologies, but there are no “off-the-shelf” solutions. Organizations need to be deliberate about collecting the data they need and choosing the most optimal way
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There are different types of image annotation for object detection and most of them may be considered as the identifiers. These annotations help humans and algorithms to identify objects in images. This is done by labeling objects with useful information like labels, shapes, colors, textures or other properties. Artificial Intelligence has a great ability to
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What is Video Annotation for object detection? Video annotation is a computer vision technique where the user identifies objects in videos. The aim of this technique is to automate video annotation by coupling it with a machine-learning algorithm. How does it work? It involves two phases: the training phase, where the video dataset is annotated
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