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

1. When training a deep neural network model, a loss function measures the difference between the model's predictions and the actual labels.

A) TRUE
B) FALSE

2. In an HSV color space, H is for hue, S is for saturation, and V is for value. Which of the following statements about the HSV color space are true?

A) Value is a measure of brightness. The image brightness can be enhanced by processing the V component of the HSV color space.
B) Hue indicates the basic color attributes, such as red, green, and blue.
C) The HSV color space perceives colors differently from human eyes, so it is not suitable for image segmentation or color analysis.
D) Saturation describes how vivid the color is. The lower the saturation, the closer the color is to gray. The higher the saturation, the more vivid the color.

3. 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 1.
D) The variance is 0.

4. The development of large models should comply with ethical principles to ensure the legal, fair, and transparent use of data.

A) TRUE
B) FALSE

5. Which of the following are required for the image object detection algorithm?

A) Confidence calculation
B) Object location calculation
C) Object contour calculation
D) Object classification determination

Solutions: