Which of the following steps in deep learning are automatically completed by the model?
A.
Model training
B.
Feature selection
C.
Analysis and positioning task
D.
Feature extraction
Feature selection
Feature extraction
Regarding the convolutional neural network pooling layer, the following description is correct?
A.
Pooling operation is realized by scanning window
B.
The pooling layer can play a role in dimensionality reduction
C.
Commonly used pooling methods include maximum pooling and average pooling
D.
The pooled feature image becomes smaller
Pooling operation is realized by scanning window
The pooling layer can play a role in dimensionality reduction
Commonly used pooling methods include maximum pooling and average pooling
The pooled feature image becomes smaller
Where should the labeled data be placed in the confrontation generation network?
A.
As the output value of the generated model
B.
As the input value of the discriminant model
C.
As the output value of the discriminant model
D.
As input value for generative model
As the input value of the discriminant model
Tensorflow Operations and Computation Graph are not - run in the Session
A.
True
B.
False
False
Which of the following is not an application of image recognition services?
A.
Target Detection
B.
Smart photo album
C.
Scene analysis
D.
Speech synthesis
Speech synthesis
Which description is wrong about the hyperparameter?
A.
1-typerparameters are parameters that set values before the algorithm begins learning.
B.
Most machine learning algorithms have hyperparameters
C.
Hyperparameters cannot be modified
D.
The value of the hyperparameter is not learned by the algorithm itself.
Hyperparameters cannot be modified
Which of the following is an image label service URI?
A.
/v1.0/image/recognition
B.
/v1.0/image/celebrity-recognition
C.
/v1.0/image/recapture-detect
D.
/v1.0/image/tagging
/v1.0/image/tagging
Which of the following is not a specific technology of artificial intelligence?
A.
Knowledge map
B.
Machine translation
C.
Riemann geometry
D.
Semantic understanding
Riemann geometry
TensorF1ow2.0 Can be used to check if it is tensor The methods are?
A.
dtype
B.
isinstance
C.
is_tensor
D.
device
isinstance
is_tensor
Which of the following about the gradient descent is incorrect?
A.
Random gradient descent is a commonly used one in gradient descent.
B.
Gradient descent includes random gradient descent and batch gradient descent.
C.
The gradient descent algorithm 1s fast and reliable
D.
Random gradient descent is one of the commonly used optimization algorithms in deep learning algorithms.
The gradient descent algorithm 1s fast and reliable
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