H13-321_V2.5試験無料問題集（62題）「Huawei HCIP-AI-EI Developer V2.5 認定」

出題：1

In cases where the bright and dark areas of an image are too extreme, which of the following techniques can be used to improve the image?

A. Grayscale compression

B. Gamma correction

C. Inversion

D. Grayscale stretching

正解：B 解答を投票する

解説: (GoShiken メンバーにのみ表示されます)

出題：2

In the deep neural network (DNN)-hidden Markov model (HMM), the DNN is mainly used for feature processing, while the HMM is mainly used for sequence modeling.

A. FALSE

B. TRUE

正解：B 解答を投票する

解説: (GoShiken メンバーにのみ表示されます)

出題：3

Which of the following methods are useful when tackling overfitting?

A. Using parameter norm penalties

B. Using more complex models

C. Data augmentation

D. Using dropout during model training

正解：A,C,D 解答を投票する

解説: (GoShiken メンバーにのみ表示されます)

出題：4

John wants to deploy a large model locally to implement the Q&A assistant function for his company. Which of the following factors is unnecessary for John to consider?

A. Demand for computing power

B. Model development framework

C. Model security

D. Output delay

正解：B 解答を投票する

解説: (GoShiken メンバーにのみ表示されます)

出題：5

What type of task is viewed when using the Seq2Seq model in speech recognition?

A. Regression task

B. Dimensionality reduction task

C. Clustering task

D. Classification task

正解：D 解答を投票する

解説: (GoShiken メンバーにのみ表示されます)

出題：6

The image saturation can be enhanced by processing the ________ component of the HSV color space. (Enter H, S, or V.)

正解：

S
Explanation:
In the HSV (Hue, Saturation, Value) color model:
* Hrepresents hue (color type).
* Srepresents saturation (color intensity or vividness).
* Vrepresents brightness.
To enhance saturation in an image, adjustments are made to theS component. Increasing S increases the color vividness, making the image appear more vibrant, while reducing S moves colors toward grayscale. This approach is widely used in image enhancement tasks, especially in object recognition and segmentation, where vivid colors improve feature contrast.
Exact Extract from HCIP-AI EI Developer V2.5:
"In HSV color space, saturation (S) describes the vividness of colors. Increasing the S value enhances saturation, making colors more intense, while decreasing it makes them closer to gray." Reference:HCIP-AI EI Developer V2.5 Official Study Guide - Chapter: Image Processing Basics

出題：7

When training a deep neural network model, a loss function measures the difference between the model's predictions and the actual labels.

A. FALSE

B. TRUE

正解：B 解答を投票する

解説: (GoShiken メンバーにのみ表示されます)

H13-321_V2.5試験無料問題集「Huawei HCIP-AI-EI Developer V2.5 認定」