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问题 #1
A model in which several linear models are mixed together is called a linear mixed model.
问题 #2
In image processing tasks, what is the true label of the data set?
A. Great Trurh
B. Great Target
C. Ground Truthcorrect
D. Ground Target
问题 #3
Which of the following templates can achieve the sharpness of the image?
A. 010111010
B. 010131010
C. 0-10-14-10-10
D. 0-10-16-10-10correct
问题 #4
In the NNLM model, what is the activation function used in the network output layer?
A. Tanh
B. Softmaxcorrect
C. ReLU
D. Sigmoid
问题 #5
(Judgment) The background difference method is to use the current frame in the image sequence and the background reference model for subtraction, which can realize the detection of moving objects in the image.
问题 #6
Dropout is to randomly discard a certain proportion of sample data during model training.
问题 #7
How many brightness changes can a 4 - bit image distinguish? (Single choice)
问题 #8
Which network structure does the convolutional neural network include?
A. Output layer
B. Convolutional layercorrect
C. Fully connected layercorrect
D. Pooling layercorrect
问题 #9
Use a 3*3 convolution kernel to convolve a three-channel color image. What is the number of parameters to be learned?
A. 27correct
B. 9
C. 28
D. 10
问题 #10
Which of the following is not a speech acoustic feature?
A. Duration
B. Semanticscorrect
C. Frequency
D. Amplitude
问题 #11
In the GMM-HMM model, GMM is mainly used to find the probability of a certain factor, and HMM is mainly used to model each text-speech pair.
问题 #12
Which step does not belong to speech recognition preprocessing?
A. Deduplicationcorrect
B. Noise Reduction
C. Silent Cutoff
D. Standardization
问题 #13
The request/response of HUAWEI CAI API in accordance with the design of RESTful API includes the following.
A. Response message headercorrect
B. Request URLcorrect
C. Request message headercorrect
D. Response message bodycorrect
E. Request message body
问题 #14
Which of the following models can be used for natural language processing?
A. DT
B. SVM
C. HMMcorrect
D. Linear regression
问题 #15
Which of the following options is the method of automatically calculating the gradient.
A. Automatic differentiationcorrect
B. Multivariate function differentiation
C. Numerical differentiation
D. Symbolic differentiation
问题 #16
There are a lot of small noises in a photo during storage. Which operation is the best for noise reduction?
A. Laplace filter
B. Gaussian filtering
C. Median filteringcorrect
D. Mean filtering
问题 #17
Which of the following options is the algorithm used to estimate the parameters of a single Gaussian model?
A. EM algorithm
B. Maximum Likelihood Estimationcorrect
C. Viterbi algorithm
D. Forward-backward algorithm
问题 #18
When taking a selfie, what kind of transformation does the picture displayed on the front lens of the mobile phone need to pass before it can be a real scene image.
A. Direct mirror
B. Pan
C. Spin
D. Horizontal mirroring
问题 #19
Solve equations
A. 4-1-3-2-5
B. 2-1-3-4-5
C. 1-3-4-2-5
D. 2-3-1-4-5correct
问题 #20
Which of the following design specifications does Huawei Cloud API comply with?
A. Restfulcorrect
B. P8EP
C. Programming
D. PEP8
问题 #21
How can the entire digital image after sampling and quantization be represented mathematically?
A. Channel
B. Matrixcorrect
C. Coordinates
D. Pixels
问题 #22
What is the unique gate structure of GRU?
A. Input Gate
B. Output Gate
C. Forget Gate
D. Update Gatecorrect
问题 #23
In the N-gram model, N refers to ignoring the effect of the above words with a distance greater than N. The larger the N, the richer the sequence information contained in the model, and the amount of calculation increases.
问题 #24
Which of the following options does not belong to the three elements of the Markov model?
A. State Collectioncorrect
B. Observation Probability
C. Transition Probability
D. Initial Probability
问题 #25
Image recognition tasks can be divided into three levels, according to the abstraction of the processing content, from low to high?
A. Image processing, image analysis, image understandingcorrect
B. Image analysis, image understanding, image processing
C. Image understanding. Image analysis. Image Processing
D. Image analysis, image processing, image understanding
问题 #26
In natural language processing, the most commonly used deep learning algorithm is CNN, because of its memory function?
问题 #27
Which of the following is not one of the three major problems of HMM?
A. Testingcorrect
B. Evaluation
C. Training
D. Decoding
问题 #28
When using the image tagging API provided by Huawei Cloud, which field in the response parameter is the image tag content?
A. labels
B. content
C. resultcorrect
D. tags
问题 #29
Which of the following options is not a sequence annotation method?
A. CRF
B. MEMM
C. N-Gramcorrect
D. HNM
问题 #30
What is the correct description about the Gaussian distribution curve?
A. The Gaussian curve is bell-shaped, with both ends high and the middle low
B. The smaller the standard deviation, the flatter the curve
C. The larger the standard deviation, the thinner and taller the curve
D. The Gaussian curve is bell-shaped, with both ends low and the middle highcorrect