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

1. How many parameters need to be learned when a 3 × 3 convolution kernel is used to perform the convolution operation on two three-channel color images?

A) 55
B) 10
C) 9
D) 28


2. In an image preprocessing experiment, the cv2.imread("lena.png", 1) function provided by OpenCV is used to read images. The parameter "1" in this function represents a --------- -channel image. (Fill in the blank with a number.)


3. What are the adjacency relationships between two pixels whose coordinates are (21,13) and (22,12)?

A) Diagonal adjacency
B) 8-adjacency
C) No adjacency relationship
D) 4-adjacency


4. The objective of -------- is to extract and classify named entities in a text into pre-defined classes such as names, organizations, locations, time expressions, monetary values, and percentages. (Enter the abbreviation.)


5. Which of the following methods are useful when tackling overfitting?

A) Using parameter norm penalties
B) Using dropout during model training
C) Using more complex models
D) Data augmentation


Solutions:

Question # 1
Answer: D
Question # 2
Answer: Only visible for members
Question # 3
Answer: A,B
Question # 4
Answer: Only visible for members
Question # 5
Answer: A,B,D

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