Question

Explain the use of computer vision in medical diagnostics. Also explain the following terms in the context of computer vision:

(i) Face detection           (ii) Illumination          (iii) Photogrammetry (iv) Occlusion

08 Oct 2021
Answer :
Word Count : 589

Computer vision focuses on image and video understanding. It involves tasks such as object detection, image classification, and segmentation. Medical imaging can greatly benefit from recent advances in image classification and object detection. Several studies have demonstrated promising results in complex medical diagnostics tasks spanning dermatology, radiology, or pathology. Deep-learning systems could aid physicians by offering second opinions and flagging concerning areas in images.

Convolutional Neural Networks (CNN) have achieved human-level performance in object classification tasks, in which a neural network learns to classify the object contained in an image. Those convolutional neural networks (CNN) have demonstrated strong _____ ___ ________ ___ ________ ___.
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