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

SectionObjectives
Intelligent Vision Applications- Object detection and recognition
  • 1. Image classification pipelines
    • 2. YOLO and similar detection models
      - Video analysis
      • 1. Event detection and analysis
        • 2. Object tracking in video streams
          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
                  Deep Learning for Vision- Model training and evaluation
                  • 1. Overfitting and regularization
                    • 2. Loss functions and metrics
                      - Neural network fundamentals
                      • 1. Training and optimization basics
                        • 2. CNN architecture and principles
                          Huawei AI Platform and Deployment- Edge and cloud deployment
                          • 1. Atlas AI hardware overview
                            • 2. Model inference and optimization
                              - AI development tools
                              • 1. Model training workflows
                                • 2. MindSpore framework basics

                                  Huawei HCIP-Intelligent Vision V1.0 Sample Questions:

                                  Question 1

                                  The radar is placed right above the lane, and the detection direction is aligned with the position to be captured in the middle of the lane.

                                  A. TRUE
                                  B. FALSE


                                  Question 2

                                  Which of the following cameras would best suit high-altitude observation?

                                  A. Box camera
                                  B. Fixed dome camera
                                  C. Bullet camera
                                  D. 4K HD PTZ dome camera


                                  Question 3

                                  Which of the following statements about the IVS3800 are correct?

                                  A. A service node refers to a server that does not contain the CSPOM container.
                                  B. A management node refers to a server that contains the CSPOM container.
                                  C. Management nodes can be deployed only in cluster mode.
                                  D. A system containing only management nodes is allowed.


                                  Question 4

                                  Which of the following statements about the IVS3800 are correct?

                                  A. A service node refers to a server that does not contain the CSPOM container.
                                  B. A management node refers to a server that contains the CSPOM container.
                                  C. Management nodes can be deployed only in cluster mode.
                                  D. A system containing only management nodes is allowed.


                                  Question 5

                                  Link the following features of Huawei intelligent cameras to the corresponding description.


                                  Solutions:

                                  Question 1
                                  Answer: B
                                  Question 2
                                  Answer: D
                                  Question 3
                                  Answer: A,B,C
                                  Question 4
                                  Answer: A,B,C
                                  Question 5
                                  Answer: Only visible for members

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