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Which neural network architecture is primarily used for image recognition tasks?

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Question: Which neural network architecture is primarily used for image recognition tasks?

Options:

  1. Recurrent Neural Network
  2. Convolutional Neural Network
  3. Feedforward Neural Network
  4. Generative Adversarial Network

Correct Answer: Convolutional Neural Network

Solution: 

Convolutional Neural Networks (CNNs) are specifically designed for processing and recognizing images.

Which neural network architecture is primarily used for image recognition tasks?

Practice Questions

Q1
Which neural network architecture is primarily used for image recognition tasks?
  1. Recurrent Neural Network
  2. Convolutional Neural Network
  3. Feedforward Neural Network
  4. Generative Adversarial Network

Questions & Step-by-Step Solutions

Which neural network architecture is primarily used for image recognition tasks?
Correct Answer: Convolutional Neural Networks (CNNs)
  • Step 1: Understand that neural networks are a type of computer program that can learn from data.
  • Step 2: Know that there are different types of neural networks for different tasks.
  • Step 3: Learn that Convolutional Neural Networks (CNNs) are a special kind of neural network.
  • Step 4: Recognize that CNNs are designed to work well with images.
  • Step 5: Conclude that CNNs are primarily used for image recognition tasks.
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