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| Section | Objectives |
|---|---|
| Topic 1: Deep Learning Foundations | - Neural networks and CNN fundamentals - Training strategies and optimization |
| Topic 2: Computer Vision and AI Fundamentals | - Basic concepts of artificial intelligence - Computer vision principles and pipelines |
| Topic 3: Image Processing and Feature Extraction | - Feature extraction and transformation methods - Image representation and enhancement |
| Topic 4: Intelligent Vision Algorithms | - Image classification and recognition - Semantic segmentation and scene understanding - Object detection and tracking |
| Topic 5: Model Deployment and Huawei AI Platform | - Huawei ModelArts / AI deployment pipeline - Model training and lifecycle management |
| Topic 6: Application Scenarios | - Industrial and enterprise vision solutions - Smart city and surveillance applications |
1. Which of the following methods can be used to fix the issue of images appearing dark in backlit scenarios?
A) Enable highlight compensation HLC
B) Increase the field of view FoV
C) Enable wide dynamic range WDR
D) Increase the focal length
2. Which of the following is not a feature of a Kunpeng processor?
A) Uses a small, highly-optimized set of instructions.
B) Features low power consumption and high integration.
C) Adopts multi-core architecture.
D) Adopts closed architecture.
3. To enable an IVS3800 to provide the intelligent target or vehicle analysis function, which of the following hardware must be configured?
A) T4GPU
B) SASdisk
C) NVMecard
D) AI accelerator card
4. Which of the following operations cannot be performed when you adjust images in the web system of a PTZ dome camera?
A) Switch the secondary stream type
B) Take snapshots
C) Use the virtual joystick to adjust the camera's shooting direction
D) Perform electronic pan-tilt-zoom ePTZ operations
5. 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) FALSE
B) TRUE
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: A | Question # 5 Answer: B |
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