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Huawei H12-521 Exam Syllabus Topics:

Section	Objectives
Huawei Intelligent Vision Platform	- Huawei AI architecture 1. Ascend computing platform overview 2. MindSpore framework basics - Video and image analytics services 1. Intelligent video analysis scenarios 2. Data pipeline and processing
Intelligent Vision Fundamentals	- Computer Vision Basics 1. Feature extraction and representation 2. Image processing fundamentals - AI and Deep Learning Basics 1. Neural networks overview 2. Training and inference concepts
Model Development and Deployment	- Model deployment and optimization 1. Edge deployment scenarios 2. Performance optimization techniques - Model training workflow 1. Dataset preparation 2. Model evaluation metrics
Industry Applications	- Smart city applications 1. Surveillance and monitoring systems - Enterprise vision solutions 1. Retail and manufacturing use cases