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Huawei HCIP-AI-EI Developer V2.5 Sample Questions:
1. ------- is a model that uses a convolutional neural network (CNN) to classify texts.
2. Among image preprocessing techniques, gamma correction is a common non-linear brightness adjustment method. Which of the following statements are true about the application and features of gamma correction?
A) Gamma correction is an enhancement technique based on exponential transformation mapping. It is used for non-linear contrast stretching.
B) When # < 1, the input high grayscale range is compressed, and the low grayscale range is stretched, enhancing the dark areas while compressing the bright areas.
C) When # > 1, the input low grayscale range is compressed, and the high grayscale range is stretched, enhancing the bright areas while compressing the dark areas.
D) Gamma correction applies only to grayscale images and does not apply to color images.
3. What type of task is viewed when using the Seq2Seq model in speech recognition?
A) Regression task
B) Clustering task
C) Classification task
D) Dimensionality reduction task
4. Which of the following statements about the standard normal distribution are true?
A) The mean is 1.
B) The mean is 0.
C) The variance is 0.
D) The variance is 1.
5. Which of the following statements are true about the differences between using convolutional neural networks (CNNs) in text tasks and image tasks?
A) Color image input is multi-channel, whereas text input is single-channel.
B) When the CNN is used for text tasks, the kernel size must be the same as the number of word vector dimensions. This constraint, however, does not apply to image tasks.
C) CNNs are suitable for image tasks, but they perform poorly in text tasks.
D) For CNN, there is no difference in handling text or image tasks.
Solutions:
| Question # 1 Answer: Only visible for members | Question # 2 Answer: A,B,C | Question # 3 Answer: C | Question # 4 Answer: B,D | Question # 5 Answer: A,B |
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