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| Section | Objectives |
|---|
| 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: 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
|
| Topic 3: Deep Learning for Vision | - Neural network fundamentals
- 1. CNN architecture and principles
- 2. Training and optimization basics
- Model training and evaluation
- 1. Loss functions and metrics
- 2. Overfitting and regularization
|
| Topic 4: Huawei AI Platform and Deployment | - AI development tools
- 1. MindSpore framework basics
- 2. Model training workflows
- Edge and cloud deployment
- 1. Model inference and optimization
- 2. Atlas AI hardware overview
|
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H12-521_V1.0-ENU Exam Actual Questions & H12-521_V1.0-ENU Reliable Test Blueprint
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Huawei HCIP-Intelligent Vision V1.0 Sample Questions (Q16-Q21):
NEW QUESTION # 16
In the multi-level and multi-domain networking scheme of the intelligent vision platform, IVS900 can be used as the upper level domain and IV S3800 as the lower level domain, or IVS1800 as the upper level domain and IVS3800 as the lower level domain.
Answer: A
NEW QUESTION # 17
Through the () function, the overall status of the system can be checked, including resource operating status, basic database information, etc.
- A. Cruise
- B. Inspection
- C. Alarm
- D. Log
Answer: B
NEW QUESTION # 18
In the IVS3800 system, it is necessary to configure "IPC HTP synchronization ". The reason does not include which of the following options?
- A. The system provides the NTP synchronization function. The camera automatically synchronizes the time with the connected node and the node automatically synchronizes the time with the management node to ensure that the system time is consistent.
- B. The time between the camera and the server is not synchronized, which may cause the platform video to not be saved
- C. The camera cannot be separately configured for NTP synchronization
- D. Set the time separately on the camera web interface, which is easy to cause the time deviation between the cameras and between the cameras and the server.
Answer: C
NEW QUESTION # 19
The system determines whether an object crosses the tripwire based on which of the following criteria?
- A. Whether an object moves fast.
- B. Whether an object's movement trajectory intersects with the tripwire.
- C. Whether an object crosses the tripwire in the specified direction.
- D. Whether an object is moving.
Answer: B
Explanation:
The correct answer is C because tripwire crossing detection is fundamentally based on analyzing the movement trajectory of an object relative to a predefined virtual line. In intelligent vision systems, the object is first detected, then tracked frame by frame, and its centroid positions are recorded to form a trajectory. The material explains that "A movement trajectory consists of positions of the centroid of a moving object in individual frames" and also states that "To accurately predict whether an object is likely to cross the tripwire, features need to be extracted from the object... Dynamic features: trajectory, speed, and direction. Tripwire crossing detection mainly involves the extraction of dynamic features of an object." This means the decisive event is whether the tracked path intersects the configured tripwire. Speed alone does not determine crossing, and simply being in motion is insufficient. Direction can be an additional filtering condition in some deployments, but the actual crossing judgment is established through trajectory analysis.
Therefore, the system concludes that an object has crossed the tripwire when its motion trajectory intersects the tripwire line, making C the most accurate answer.
NEW QUESTION # 20
Resource collaboration means that when the analysis resources of the upper-level domain IVS platform are tight, according to the business scenario, you can apply for the analysis resources of the lower-level domain or cross-level domain to perform intelligent analysis tasks based on video files.
Answer: B
NEW QUESTION # 21
......
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