Computer graphics is a central part of our lives, in movies, games, computer-aided design, virtual simulators, visualization, and even imaging products and cameras. When we play 3D games, having virtual reality experience, or interact with complex data visualizations, the geometry that composes such a scene must be redrawn a few dozen times per second on the device. Besides the geometry, which consists of points, lines, and polygons, we typically also work in a 3D scene with textures, lighting, and virtual cameras to control the appearance of shapes and objects and to change our perspective within the scene.
Leveraging Vision API an Apple is a framework that lets you apply high-performance image analysis to detect, sort, and classify images and video, letting developers take their imagination to the next level.
What is Vision?
Vision is a Framework that lets you apply high-performance image analysis and computer vision technology to images and videos, thus automatically identifying faces, detecting features, classifying scenes, saliency detection, barcodes detection, text, features, image similarity, style classification and object tracking, making it an incredible tool for sorting and filtering large numbers of image files and videos.
Edge means local (or near local) processing, as opposed to just anywhere in the cloud. This can be an actual local device like a smart refrigerator, or servers located as close as possible to the source (i.e. servers located in a nearby area instead of on the other side of the world).
The edge can be used where low latency is necessary, or where the network itself may not always be available. The use of it can come from a desire for real-time decision-making in certain applications.
Many applications with the cloud get data locally, send the data to the…
Language Modeling is the probability of a given sequence of words or a sequence of characters, complex?. Let try a simpler definition.
Language Modeling is the ability to predict the next word or character since characters made-up a word. “man” is a word that has 3 characters: ‘m’, ‘a‘, ’n’. It cut across various applications such as speech recognition, optical character recognition, text generation, handwriting recognition, machine translation, and spelling correction.
Commonly, found application is in our phone keyboard, which suggests a text to us while typing.
“ …I am going to the …..”,
The sentence could be completed by…
In this article, we are going to be examining the distinction between using a Logistic Regression and Naive Bayes for text classification of coffee drink reviews as positive or negative.
Dataset used is a corpus of a coffee drinks reviews, the consumers reviews about how the drink tastes. A quick one on the reminder into Logistic Regression and Naive Bayes. They are both machine learning techniques for binary classification, which was used to determine whether the review is going to be positive or negative.