DL LMS QUIZ-1

What is the primary function of an Artificial Neural Network (ANN)?

• Data storage

• Data classification

• Data encryption

• Data retrieval

In the context of image recognition, what does CNN stand for?

• Convolutional Neural Network

• Continuous Neural Network

• Cognitive Neural Network

• Composite Neural Network

Which of the following is a common application of Recurrent Neural Networks (RNNs)?

• Image classification

• Sequential data prediction

• Image denoising

• Object detection

What is the purpose of hyperparameter tuning in deep learning?

• To increase model complexity

• To optimize model performance

• To reduce dataset size

• To change the architecture

Which layer is primarily responsible for detecting features in a CNN?

• Input layer

• Output layer

• Convolutional layer

• Fully connected layer

What technique is commonly used to remove noise from images?

• Feature extraction

• Image denoising

• Data augmentation

• Batch normalization

What does YOLO stand for in object detection?

• You Only Look Once

• You Only Learn Once

• You Only Look Online

• You Only Launch Once

What loss function is commonly used in classification tasks?

• Mean Squared Error

• Cross-Entropy Loss

• Hinge Loss

• Binary Loss

Which architecture is known for its depth and is used for image classification?

• • LeNet

• AlexNet

• ResNet

• All of the above

In Generative Adversarial Networks (GANs), what do the two networks do?

• Generate and destroy data

• Generate and discriminate data

• Classify and cluster data

• Optimize and validate data