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

1. 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 applies only to grayscale images and does not apply to color images.
B) 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.
C) 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.
D) Gamma correction is an enhancement technique based on exponential transformation mapping. It is used for non-linear contrast stretching.

2. The mAP evaluation metric in object detection combines accuracy and recall.

A) TRUE
B) FALSE

3. John wants to deploy a large model locally to implement the Q&A assistant function for his company. Which of the following factors is unnecessary for John to consider?

A) Model development framework
B) Model security
C) Output delay
D) Demand for computing power

4. 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

5. Which of the following statements about the functions of the encoder and decoder is true?

A) The encoder converts context vectors into variable-length output sequences.
B) The encoder converts variable-length input sequences into fixed-length context vectors, encoding the information of the input sequences in the context vectors.
C) The output lengths of the encoder and decoder are the same.
D) The decoder converts variable-length input sequences into fixed-length context vectors, encoding the information of the input sequences in the context vectors.

Solutions: