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Top Computer Vision Tasks and Real-World Applications Explained

  📚 Chapter1: -  Introduction If you want to read more articles about  Computer Vision,  don’t forget to stay tuned because we reach end to end:)  click here. Table of Content 1- Content Recognition 2. Video Analysis 3. Content-aware Image Editing 4. Scene Reconstruction we will explore the main computer vision tasks and the most popular application for each task. 1- Content Recognition 1.1. Image Classification Image classification is one of the main tasks in the field of computer vision [1].In this task, the trained model assigns a certain class to the image based on a predefined set of classes. The figure below is the famous CIFAR-10 dataset [1], which consists of 80 million images of ten classes. In the image classification task, the model is trained to assign the input image to one of the predefined ten classes, as shown in the figure below. The computer analyzes an image in the form of pixels. It does it by considering the image as an array of matrices wi...