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

1. The basic operations of morphological processing include dilation and erosion. These operations can be combined to achieve practical algorithms such as opening and closing operations.

A) TRUE
B) FALSE

2. The accuracy of object location detection can be evaluated using the intersection over union (IoU) value, which is a ratio. The denominator is the overlapping area between the prediction bounding box and ground truth bounding box, and the numerator is the area of union encompassed by both boxes.

A) TRUE
B) FALSE

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

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

4. The attention mechanism in foundation model architectures allows the model to focus on specific parts of the input data. Which of the following steps are key components of a standard attention mechanism?

A) Normalize the attention scores to obtain attention weights.
B) Calculate the dot product similarity between the query and key vectors to obtain attention scores.
C) Apply a non-linear mapping to the result obtained after the weighted summation.
D) Compute the weighted sum of the value vectors using the attention weights.

5. Maximum likelihood estimation (MLE) requires knowledge of the sample data's distribution type.

A) TRUE
B) FALSE

Solutions: