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

SectionObjectives
Topic 1: 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
          Topic 2: Huawei AI Platform and Deployment- Edge and cloud deployment
          • 1. Model inference and optimization
            • 2. Atlas AI hardware overview
              - AI development tools
              • 1. MindSpore framework basics
                • 2. Model training workflows
                  Topic 3: Intelligent Vision Applications- Video analysis
                  • 1. Object tracking in video streams
                    • 2. Event detection and analysis
                      - Object detection and recognition
                      • 1. Image classification pipelines
                        • 2. YOLO and similar detection models
                          Topic 4: Computer Vision Fundamentals- Feature extraction principles
                          • 1. Edge detection and feature descriptors
                            • 2. Traditional feature engineering methods
                              - Image representation and processing basics
                              • 1. Image formats and color spaces
                                • 2. Image enhancement and filtering

                                  Huawei HCIP-Intelligent Vision V1.0 Sample Questions:

                                  Question 1

                                  Which of the following tasks need to be completed before pole erection and setting during site installation?

                                  A. Connect the ground cable of the function module to the ground bar
                                  B. Install lithium batteries
                                  C. Install a lightning rod
                                  D. Adjust the camera's shooting angle


                                  Question 2

                                  Processors are important to the Intelligent Vision system, and different processors have different functions.
                                  Link the following processor types to the corresponding description.


                                  Question 3

                                  The system determines whether an object crosses the tripwire based on which of the following criteria?

                                  A. Whether an object's movement trajectory intersects with the tripwire.
                                  B. Whether an object is moving.
                                  C. Whether an object crosses the tripwire in the specified direction.
                                  D. Whether an object moves fast.


                                  Question 4

                                  Which of the following is not a prerequisite for high-density target capture?

                                  A. Excellent target detection algorithm
                                  B. Chips with high computing power
                                  C. Large memory
                                  D. High-frequency exposure


                                  Question 5

                                  Which of the following measures cannot be used to protect camera cables against water?

                                  A. Cut off unnecessary pigtail cables.
                                  B. Wrap waterproof tape around the power cable.
                                  C. Make a drip loop for cables.
                                  D. Wrap three layers of waterproof tape around cable connectors.


                                  Solutions:

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

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