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Huawei H12-521_V1.0-ENU Exam Syllabus Topics:

SectionObjectives
Computer Vision Fundamentals- Feature extraction principles
  • 1. Edge detection and feature descriptors
    • 2. Traditional feature engineering methods
      - Image representation and processing basics
      • 1. Image enhancement and filtering
        • 2. Image formats and color spaces
          Huawei AI Platform and Deployment- AI development tools
          • 1. Model training workflows
            • 2. MindSpore framework basics
              - Edge and cloud deployment
              • 1. Atlas AI hardware overview
                • 2. Model inference and optimization
                  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
                          Deep Learning for Vision- Model training and evaluation
                          • 1. Overfitting and regularization
                            • 2. Loss functions and metrics
                              - Neural network fundamentals
                              • 1. CNN architecture and principles
                                • 2. Training and optimization basics

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                                  Huawei HCIP-Intelligent Vision V1.0 Sample Questions (Q44-Q49):

                                  NEW QUESTION # 44
                                  The implementation process of video summarization technology is mainly divided into the following stages: video segmentation, target detection, background extraction, background deletion, and summary completion.

                                  Answer: A


                                  NEW QUESTION # 45
                                  In the scenario of external domain connection, the purpose of configuring external domain sharing equipment is to share the equipment of this domain to the other domain, for example, share the local cameras to the other domain, so that the other domain can view the live video and recording of these cameras.

                                  Answer: A


                                  NEW QUESTION # 46
                                  Regarding the central platform equipment, which of the following description is wrong? (Multiple Choice)

                                  Answer: B,C


                                  NEW QUESTION # 47
                                  What are the following types of video sites that need to be surveyed? (Multiple choice)

                                  Answer: A,B,C,D


                                  NEW QUESTION # 48
                                  If the backup destination server has a network problem during the execution of the backup task and the backup is interrupted, then the real-time video of the camera of the backup source server will not be backed up during the time period when the network problem occurs.

                                  Answer: A


                                  NEW QUESTION # 49
                                  ......

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