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

1. If a scanned document is not properly placed, and the text is tilted, it is difficult to recognize the characters in the document. Which of the following techniques can be used for correction in this case?

A) Rotational transformation
B) Affine transformation
C) Perspective transformation
D) Grayscale transformation

2. The mAP evaluation metric in object detection combines accuracy and recall.

A) TRUE
B) FALSE

3. In natural language processing tasks, word vector evaluation is an important aspect for measuring the performance of a word embedding model. Which of the following statements about word vector evaluation are true?

A) Word vector evaluation can be performed through intrinsic evaluation. Common methods include word similarity tasks and word analogy tasks.
B) The word analogy task evaluates the capability of word vectors in capturing semantic relationships between words, for example, by determining whether "king - man + woman = ?" is close to "queen".
C) Extrinsic evaluation is the main method used for evaluating word vectors because it directly reflects the performance of word vectors in real-world application tasks.
D) Word similarity tasks typically employ manually labeled datasets to evaluate word vectors, compute the cosine similarity between word vectors, and compare it with the manual labeling result.

4. In 2017, the Google machine translation team proposed the Transformer in their paperAttention is All You Need. In a Transformer model, there is customized LSTM with CNN layers.

A) TRUE
B) FALSE

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

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

Solutions: