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

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

A) FALSE
B) TRUE

2. In the field of deep learning, which of the following activation functions has a derivative not greater than 0.5?

A) SeLU
B) Tanh
C) Sigmoid
D) ReLU

3. Vision transformer (ViT) performs well in image classification tasks. Which of the following is the main advantage of ViT?

A) The self-attention mechanism is used to capture global features of images, improving classification accuracy.
B) It can process high-resolution images to enhance classification accuracy.
C) It can handle small datasets with minimal labeling required.
D) It achieves fast convergence without using pre-trained models.

4. Which of the following are object detection algorithms?

A) SSD
B) YOLO
C) R-CNN
D) Faster-R-CNN

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

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

Solutions: