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

1. Overfitting is a condition where a model is overly simple and excessive generalization errors occur.

A) TRUE
B) FALSE

2. Which of the following statements are true about the differences between using convolutional neural networks (CNNs) in text tasks and image tasks?

A) CNNs are suitable for image tasks, but they perform poorly in text tasks.
B) When the CNN is used for text tasks, the kernel size must be the same as the number of word vector dimensions. This constraint, however, does not apply to image tasks.
C) For CNN, there is no difference in handling text or image tasks.
D) Color image input is multi-channel, whereas text input is single-channel.

3. Which of the following are object detection algorithms?

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

4. The jieba ------() method can be used for word segmentation.

5. 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

Solutions: