AI VISUAL COMPUTATION SYSTEM DESIGN

Last Updated Date 2022-04-11

Course Sorts:Talent Cultivation Project for intelligence network technology and application ／ Project of Development on RISC-V Course
Course Introduction:

章節內容

Basics of AI visual algorithms

Ground-truths labeling method

Profiling of modern AI algorithms

AI network training and evaluation method

The way from AI visual algorithms to AI embedded systems

Midterm assessment

Optimization of modern AI algorithms for implementing AI embedded systems

Advanced optimization of AI visual embedded systems

Construction of AI visual demonstration systems

Final assessment

教學進度 :

週數	方式	內容
第1週	講授小組討論	Basics of AI visual algorithms
第2週	講授小組討論	Ground-truths labeling method
第3週	講授小組討論	Profiling of modern AI algorithms
第4-5週	講授小組討論	AI network training and evaluation method
第6-8週	講授小組討論	The way from AI visual algorithms to AI embedded systems
第9週	團隊專題報告	Midterm assessment
第10-11週	講授小組討論	Optimization of modern AI algorithms for implementing AI embedded systems
第12-14週	講授小組討論	Advanced optimization of AI visual embedded systems
第15-17週	講授小組討論	Construction of AI visual demonstration systems
第18週	團隊專題報告	Final assessment