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

SectionObjectives
Intelligent Vision Applications- Object detection and recognition
  • 1. YOLO and similar detection models
    • 2. Image classification pipelines
      - Video analysis
      • 1. Event detection and analysis
        • 2. Object tracking in video streams
          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
                  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
                          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 HCIP-Intelligent Vision V1.0 Sample Questions:

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

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


                                  2. What is the function of a strobe light? ( )

                                  A) Strobe lights are mainly used in checkpoint mode in order to illuminate vehicle interiors.
                                  B) Strobe lights illuminate ambient environments and vehicles/license plates at adjustable frequencies to increase the brightness and clarity of live video images and captured images.
                                  C) Precise speed measurement
                                  D) Strobe lights can connect to sensors that can detect passing vehicles and transmit detection signals to the camera.


                                  3. To enable an IVS3800 to provide the intelligent target or vehicle analysis function, which of the following hardware must be configured?

                                  A) NVMecard
                                  B) AI accelerator card
                                  C) SASdisk
                                  D) T4GPU


                                  4. Which of the following issues need to be focused on during solar PV module check?

                                  A) Check whether there are covers such as oil stains, dust, or snow on the surface of the solar PV module.
                                  B) Check whether the solar PV module support is stable.
                                  C) Check whether the solar PV module support is corroded or rusty.
                                  D) Check whether the solar PV module is damaged.


                                  5. Which of the following documents need to be prepared by engineers before IVS LLD?

                                  A) LLD report
                                  B) Project configuration file
                                  C) Network plan file, including the network segment and IP address range on the live network.
                                  D) JSON file


                                  Solutions:

                                  Question # 1
                                  Answer: A
                                  Question # 2
                                  Answer: B
                                  Question # 3
                                  Answer: B
                                  Question # 4
                                  Answer: A,B,C,D
                                  Question # 5
                                  Answer: B,C,D

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