Computer Vision Concepts

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What is computer vision?

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A field of artificial intelligence (AI) that enables computers and systems to derive meaningful information from digital images, videos, and other visual inputs.

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What does the function f(x,y) represent in the context of images?

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It is a 2D light intensity function where the value of f at (x,y) represents the intensity or brightness of the image at that point.

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What are some common image formats?

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GIF, JPEG, PNG, SVG.

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Name a few computer vision datasets.

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CIFAR-10, Cityscapes, Fashion MNIST, ImageNet, IMDB-Wiki Dataset, Kinetics-700, MS Coco, MPII Human Pose Dataset, Open Image, The 20BN-something-something Dataset V2.

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What CV Task is this?

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Image Classification

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Identify the CV task.

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Object Detection

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Identify the CV Task

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Object Segmentation/Semantic Segmentation

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Identify the CV task

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Pose Estimation

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Expand CUDA

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Compute Unified Device Architecture