H12-521_V1.0 Huawei
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H12-521_V1.0 Questions Prepare with Learning Information! 2026 Regularly updated

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Huawei H12-521_V1.0 Exam Syllabus Topics:

Section Objectives
Computer Vision Fundamentals – Image representation and processing basics

  • 1. Image formats and color spaces
    • 2. Image enhancement and filtering

      – Feature extraction principles

      • 1. Traditional feature engineering methods
        • 2. Edge detection and feature descriptors
          Intelligent Vision Applications – Object detection and recognition

          • 1. Image classification pipelines
            • 2. YOLO and similar detection models

              – Video analysis

              • 1. Object tracking in video streams
                • 2. Event detection and analysis
                  Huawei AI Platform and Deployment – AI development tools

                  • 1. Model training workflows
                    • 2. MindSpore framework basics

                      – Edge and cloud deployment

                      • 1. Model inference and optimization
                        • 2. Atlas AI hardware overview
                          Deep Learning for Vision – Model training and evaluation

                          • 1. Loss functions and metrics
                            • 2. Overfitting and regularization

                              – Neural network fundamentals

                              • 1. CNN architecture and principles
                                • 2. Training and optimization basics

                                   

                                  QUESTION 24
                                  Which of the following functions can be achieved by intelligent analysis of the target intelligent vision platform? (Multiple Choice)

                                   
                                   
                                   
                                   

                                  QUESTION 25
                                  When checking the power supply of the camera, for the ball camera without power supply instructions, you can judge whether the power supply of the camera is normal by checking whether it can automatically rotate after power-on.

                                   
                                   

                                  QUESTION 26
                                  What is the function of a strobe light? ( )

                                   
                                   
                                   
                                   

                                  QUESTION 27
                                  Which of the following does not belong to the basic business of intelligent vision platform interconnection?

                                   
                                   
                                   
                                   

                                  QUESTION 28
                                  Which of the following methods can be used to check the camera screen abnormalities (such as splash screen, jitter, etc.)?

                                   
                                   
                                   
                                   

                                  QUESTION 29
                                  Commonly used camera access protocols include ONVIF, SDK, GB/T28181, etc.

                                   
                                   

                                  QUESTION 30
                                  In the pre-installation scenario of IVS3800, which of the following steps is not required?

                                   
                                   
                                   
                                   

                                  QUESTION 31
                                  A city wants to establish a video site along the coast. This area is remote, and the network conditions are poor and there is no wired network coverage. Which network access method is appropriate?

                                   
                                   
                                   
                                   

                                  QUESTION 32
                                  The device can be restarted remotely on the camera web surface.

                                   
                                   

                                  QUESTION 33
                                  Which of the following applications does not belong to the scope of target recognition?

                                   
                                   
                                   
                                   

                                  QUESTION 34
                                  Regarding the face deployment control operation of the intelligent vision platform, which of the following statements is wrong?

                                   
                                   
                                   
                                   

                                  QUESTION 35
                                  In the hall and other light-sending scenes, the brightness of the human face is too dark, which can be solved by adjusting (). (Multiple choice)

                                   
                                   
                                   
                                   

                                  QUESTION 36
                                  When configuring the front-end camera to connect to the platform, different access methods are used in different scenarios. Regarding the choice of camera access method, which of the following statements is correct? (Multiple choice)

                                   
                                   
                                   
                                   

                                  QUESTION 37
                                  Equipment networking information helps to fully understand the on-site network environment and improve the accuracy of fault location. Which of the following does it include? (Multiple choice)

                                   
                                   
                                   
                                   

                                  QUESTION 38
                                  Through the () function, the overall status of the system can be checked, including resource operating status, basic database information, etc.

                                   
                                   
                                   
                                   

                                  QUESTION 39
                                  Regarding the classification of the target list library, which of the following statements is incorrect?

                                   
                                   
                                   
                                   

                                  QUESTION 40
                                  Regarding the light edge planning and design process, which of the following descriptions is correct?

                                   
                                   
                                   
                                   

                                  QUESTION 41
                                  In order to prevent light reflection, the strobe lights for bayonet cameras are usually installed crosswise, and the strobe lights are more than 2 meters away from the camera.

                                   
                                   

                                  QUESTION 42
                                  Algorithm collaboration does not support two intelligent vision platforms as upper and lower algorithm warehouses for each other. For example the configuration A docking platform superior B Algorithm Storage platform cannot then B internet subordinate algorithm as warehouses, docking A method warehouse platform.

                                   
                                   

                                  QUESTION 43
                                  When configuring image backup on the IVS3800 platform, you need to configure the clone camera first.

                                   
                                   

                                  QUESTION 44
                                  Regarding the method of adjusting the aperture size of the motorized lens camera, which of the following descriptions is correct?

                                   
                                   
                                   
                                   

                                  QUESTION 45
                                  On the CS POM Porta1 resource monitoring interface, you can view the running status of nodes and containers.

                                   
                                   

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