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

1. Which of the following statements about the functions of layer normalization and residual connection in the Transformer is true?

A) Residual connections primarily add depth to the model but do not aid in gradient propagation.
B) Residual connections and layer normalization help prevent vanishing gradients and exploding gradients in deep networks.
C) In shallow networks, residual connections are beneficial, but they aggravate the vanishing gradient problem in deep networks.
D) Layer normalization accelerates model convergence and does not affect model stability.

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

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

3. If OpenCV is used to read an image and save it to variable "img" during image preprocessing, (h, w) = img.
shape[:2] can be used to obtain the image size.

A) TRUE
B) FALSE

4. Maximum likelihood estimation (MLE) can be used for parameter estimation in a Gaussian mixture model (GMM).

A) TRUE
B) FALSE

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

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

Solutions: