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Huawei H12-521_V1.0 Exam Syllabus Topics:

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

                                  Huawei HCIP-Intelligent Vision V1.0 Sample Questions:

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

                                  • A. FALSE
                                  • B. TRUE
                                  Reveal Solution  Discussion  0

                                  Correct Answer: B  🗳️

                                  Explanation: Only visible for PassLeaderVCE members. You can sign-up / login (it's free).

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

                                  Reveal Solution  Discussion  0

                                  Correct Answer:


                                  Explanation:
                                  * 1 + N # Sends video streams from generic cameras to intelligent cameras and performs real-time intelligent analysis on the video to embed intelligence into generic cameras.
                                  * T-shot engine # Uses framing technology to detect targets and license plates on images at the same time, improving the snapshot accuracy at night.
                                  * SuperColor # Helps capture full-color images in low light conditions.
                                  * Scene adaptation # Automatically identifies various scenes such as backlight, low light, and rainy
                                  /overcast scenes and optimizes images accordingly.
                                  The matching is determined directly from the intelligent camera feature definitions. The 1 + N function is the primary-secondary camera observation capability, where "a single intelligent camera can connect to N generic cameras on a live network, request streams from these cameras, and perform intelligent analysis on the streams" so it matches the description about embedding intelligence into generic cameras.
                                  The T-shot engine corresponds to the snapshot-related description because the material states that "M-Q and X-H series omni-data structuring cameras support T-Shot snapshot engine" and explains that "T-Shot, Huawei's patented exposure technology, enables optimal imaging of targets and vehicles at the same time" . That fits target and license plate capture in the same image.
                                  Scene adaptation matches the description about identifying backlight, low light, and rainy or overcast scenes because the material states that AI chips "identify the weather and illumination conditions at different time points in the observation scenario, and then automatically adjust the image settings" The remaining feature, SuperColor , therefore matches full-color imaging in low-light conditions.

                                  Which of the following is not an ONVIF standard?

                                  • A. Profile A
                                  • B. Profile S
                                  • C. Profile B
                                  • D. Profile T
                                  Reveal Solution  Discussion  0

                                  Correct Answer: C  🗳️

                                  Explanation: Only visible for PassLeaderVCE members. You can sign-up / login (it's free).

                                  Which of the following are cloud-edge synergy scenarios of Huawei JVS platforms?

                                  • A. Multiple cameras can collaborate with each other to recognize the same image.
                                  • B. The upper-level platform can apply for resources from a lower-level platform to perform intelligent analysis on video and images.
                                  • C. The upper-level platform can deliver vehicle alert tasks to a lower-level platform.
                                  • D. The upper-level platform can centrally load, upgrade, and replace algorithms of both upper- and lower- level platforms.
                                  Reveal Solution  Discussion  0

                                  Correct Answer: B,C,D  🗳️

                                  Explanation: Only visible for PassLeaderVCE members. You can sign-up / login (it's free).

                                  When configuring vehicle lists, if you want certain vehicles to pass by without triggering alarms, you can add these vehicles to the ( ).

                                  • A. blocklist
                                  • B. redlist
                                  • C. temporary list
                                  • D. trustlist
                                  Reveal Solution  Discussion  0

                                  Correct Answer: D  🗳️

                                  Explanation: Only visible for PassLeaderVCE members. You can sign-up / login (it's free).

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