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Updated: Aug 11, 2026

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Huawei H12-521_V1.0 Exam Overview:

Certification Vendor:Huawei
Exam Name:HCIP-Intelligent Vision V1.0 Exam
Exam Number:H12-521_V1.0-ENU
Related Certifications:HCIA-AI
HCIP-AI
HCIP-Cloud AI
Exam Format:Single-choice questions, Multiple-choice questions
Available Languages:English
Sample Questions:Huawei H12-521_V1.0 Sample Questions
Exam Way:Online or onsite proctored exam (Huawei certification system)
Pre Condition:Recommended prior knowledge of basic AI, machine learning, and computer vision concepts (HCIA-AI or equivalent knowledge suggested).

Huawei H12-521_V1.0 Exam Syllabus Topics:

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

                                  Huawei HCIP-Intelligent Vision V1.0 Sample Questions:

                                  1. In site planning principles, a observation circle is to enclose the target area to build a comprehensive and enclosed prevention and control system. For example, observation circles can be built for inter-city boundaries and a city's entrance/exit points.

                                  A) TRUE
                                  B) FALSE


                                  2. Which of the following statements are correct?

                                  A) Top of Rack (TOR) switches are deployed on the top of each cabinet and used for communication between servers in each cabinet and the external network.
                                  B) EOR switches are deployed on the top of each cabinet and used for communication between servers in each cabinet and the external network.
                                  C) End of Row (EOR) switches are deployed in the last cabinet at each row, and servers in all cabinets at each row are connected to switches through horizontal cabling.
                                  D) TOR switches are deployed in the last cabinet at each row, and servers in all cabinets at each row are connected to switches through horizontal cabling.


                                  3. A protection line is set up to record the location from which an object moves in or out of an area via monitoring methods.

                                  A) TRUE
                                  B) FALSE


                                  4. License plate recognition cameras can be installed on urban trunk roads, highways, and driveways in campuses.

                                  A) TRUE
                                  B) FALSE


                                  5. The ( ) function can check the overall system information, including the resource running status and basic database information.

                                  A) Inspection
                                  B) Alarm
                                  C) Log
                                  D) Tour


                                  Solutions:

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

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