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Huawei HCIP-AI-EI Developer V2.5 Sample Questions:

1. Overfitting is a condition where a model is overly simple and excessive generalization errors occur.

A) TRUE
B) FALSE

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) Gamma correction applies only to grayscale images and does not apply to color images.
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) 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.

3. A text classification task has only one final output, while a sequence labeling task has an output in each input position.

A) TRUE
B) FALSE

4. In cases where the bright and dark areas of an image are too extreme, which of the following techniques can be used to improve the image?

A) Gamma correction
B) Grayscale stretching
C) Inversion
D) Grayscale compression

5. In the field of deep learning, which of the following activation functions has a derivative not greater than 0.5?

A) ReLU
B) SeLU
C) Tanh
D) Sigmoid

Solutions: