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

SectionObjectives
Topic 1: 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
          Topic 2: Deep Learning for Vision- Neural network fundamentals
          • 1. Training and optimization basics
            • 2. CNN architecture and principles
              - Model training and evaluation
              • 1. Loss functions and metrics
                • 2. Overfitting and regularization
                  Topic 3: Computer Vision Fundamentals- Feature extraction principles
                  • 1. Traditional feature engineering methods
                    • 2. Edge detection and feature descriptors
                      - Image representation and processing basics
                      • 1. Image formats and color spaces
                        • 2. Image enhancement and filtering
                          Topic 4: 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

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                                  Huawei HCIP-Intelligent Vision V1.0 Sample Questions (Q42-Q47):

                                  NEW QUESTION # 42
                                  The subsystems of the data center infrastructure include (). (Multiple Choice)

                                  Answer: A,B,C,D


                                  NEW QUESTION # 43
                                  After the camera performs the restoration of the default configuration, all parameters except () are restored to the factory configuration, which must be used with caution.

                                  Answer: A,B,C,D


                                  NEW QUESTION # 44
                                  Face recognition is divided into 3 steps in total: face image acquisition and detection, face image preprocessing (correction alignment) and face image matching and recognition

                                  Answer: B


                                  NEW QUESTION # 45
                                  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)

                                  Answer: A,B,C


                                  NEW QUESTION # 46
                                  Machine vision uses cameras and computers instead of human eyes to identify, track, and measure targets. Computers are used for further graphic processing to finally obtain the data and results we need.

                                  Answer: B


                                  NEW QUESTION # 47
                                  ......

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