Fig. 2: Image tasks in computer vision. | npj Breast Cancer

Fig. 2: Image tasks in computer vision.

From: Biological insights and novel biomarker discovery through deep learning approaches in breast cancer histopathology

Fig. 2

Examples of (a) image classification, in which the task is one of classifying an image as one of 4 different types of animals (b) object detection, in which not only are objects classified but also identified in the image with boxes around their respective location and (c) image segmentation, where every pixel in the image is translated into some label, here the vessels, airways and contours of a lung. Sources: (a) the author’s photographs of dog (DM) and Jonesy the cat (AA). b https://commons.wikimedia.org/wiki/File:Detected-with-YOLO--Schreibtisch-mit-Objekten.jpg (c) https://commons.wikimedia.org/wiki/File:3D_CT_of_thorax.jpg.

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