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Computer vision is based on the manipulation and analysis of what kinds of values in an image?
Timestamps in photograph metadata
Pixels
Image file names
What is the primary role of filters in a convolutional neural network (CNN) used for image classification?
To apply visual effects to enhance image appearance.
To extract numeric features from images for use in a neural network.
To compress image size for faster processing.
What is the primary function of a multi-modal model in computer vision?
To generate random captions for unlabeled images.
To replace CNNs entirely in all vision tasks.
To combine image features with natural language embeddings for richer understanding.
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