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Huawei H12-521_V1.0 Exam Syllabus Topics:

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

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                                  Huawei HCIP-Intelligent Vision V1.0 Sample Questions (Q15-Q20):

                                  NEW QUESTION # 15
                                  Which of the following is not a part of the view library standard GA/T1400?

                                  Answer: C


                                  NEW QUESTION # 16
                                  There are many ways to configure the camera's IP address, including (). (Multiple choice)

                                  Answer: A,B,C,D


                                  NEW QUESTION # 17
                                  Which of the following is not a prerequisite for high-density target capture?

                                  Answer: B

                                  Explanation:
                                  High-density target capture is a specialized capability designed for scenarios with high pedestrian traffic, such as urban squares or station exits, where crowd density can exceed 100 person-times in a single frame. This feature ensures accurate trajectory generation and optimal snapshots without missed or false captures in challenging environments. The technical architecture of this feature is built upon three fundamental pillars, as the system requires that high-density target capture enabled by: object detection algorithm and target trajectory generation algorithm + chip computing power + large-capacity memory .
                                  Hardware requirements are particularly stringent, necessitating a professional AI chip, such as a 4 TOPS NPU, to manage the processing load of tracking up to 200 targets per frame. Large- capacity memory, typically 4 GB of DDR, is also vital to ensure an ultra-low snapshot repetition rate of less than 8%. While high-frequency exposure-specifically T-Shot double-exposure technology-is an advanced imaging technique used to capture clear snapshots of vehicles and targets simultaneously at night, it is a distinct imaging enhancement rather than a prerequisite for the high-density capture logic itself. High-frequency exposure focuses on resolving illumination and motion blur, whereas high-density capture focuses on the computational capacity to detect and track a massive volume of objects.


                                  NEW QUESTION # 18
                                  If the two intelligent vision platforms are in a superior-subordinate relationship, and the subordinate platform actively initiates registration to the superior platform, this relationship is called cascading.

                                  Answer: A


                                  NEW QUESTION # 19
                                  Which of the following statements about the clone camera (also known as the shadow camera) on the intelligent vision platform is correct? (Multiple choice)

                                  Answer: B,C,D


                                  NEW QUESTION # 20
                                  ......

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