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

SectionObjectives
Computer Vision Fundamentals- Image representation and processing basics
  • 1. Image enhancement and filtering
    • 2. Image formats and color spaces
      - Feature extraction principles
      • 1. Traditional feature engineering methods
        • 2. Edge detection and feature descriptors
          Deep Learning for Vision- Neural network fundamentals
          • 1. CNN architecture and principles
            • 2. Training and optimization basics
              - Model training and evaluation
              • 1. Loss functions and metrics
                • 2. Overfitting and regularization
                  Huawei AI Platform and Deployment- AI development tools
                  • 1. MindSpore framework basics
                    • 2. Model training workflows
                      - Edge and cloud deployment
                      • 1. Model inference and optimization
                        • 2. Atlas AI hardware overview
                          Intelligent Vision Applications- Object detection and recognition
                          • 1. YOLO and similar detection models
                            • 2. Image classification pipelines
                              - Video analysis
                              • 1. Object tracking in video streams
                                • 2. Event detection and analysis

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                                  Huawei HCIP-Intelligent Vision V1.0 Sample Questions (Q35-Q40):

                                  NEW QUESTION # 35
                                  Through the () function, the overall status of the system can be checked, including resource operating status, basic database information, etc.

                                  Answer: A


                                  NEW QUESTION # 36
                                  The user cannot log in to HoloSens iClient or the reason for the lack of smart permissions may be prompted after logging in?

                                  Answer: B,C,D


                                  NEW QUESTION # 37
                                  The light edge network platform uses Kubernetes as the container scheduling engine.

                                  Answer: A


                                  NEW QUESTION # 38
                                  Front-end intelligence refers to that the smart vision platform subscribes to the metadata of the front-end smart camera for analysis, retrieval and fortification. The front-end intelligence is used to reduce the analysis pressure of the platform itself.

                                  Answer: A


                                  NEW QUESTION # 39
                                  Which of the following descriptions about the online video information collection equipment / system of the visual library system is correct? (Multiple choice)

                                  Answer: C,D


                                  NEW QUESTION # 40
                                  ......

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