TommyZihao/zihao_course resource

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1794 stars · 186 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A collection of open courses by Tongji Zihao (TommyZihao) covering computer vision, graph machine learning, explainable AI, and AI paper reading, with Chinese-language video lectures on Bilibili. The repository also hosts course materials for hands-on projects like image classification, semantic segmentation, and keypoint detection.

Use cases

• learn computer vision with Stanford CS231N in Chinese
• study graph machine learning and graph neural networks
• read classic AI papers with line-by-line explanations
• learn explainable machine learning and saliency analysis
• build an AI graduation project for image classification
• train custom semantic segmentation models with MMSegmentation
• train keypoint detection models with YOLOv8 and MMPose

When to choose

• you prefer Chinese-language lectures for AI and machine learning topics
• you want structured video courses paired with hands-on code repositories
• you are a student preparing an AI-related graduation project

When to avoid

• you need production-ready software rather than course materials
• you require English-only instruction
• you need a formally licensed, reusable codebase (no license is provided)

Facets

learning-resource · maturity active

machine-learning computer-vision deep-learning nlp tutorials machine-learning computer-vision education cross-platform chinese-language video-course cs231n cs224w graph-machine-learning explainable-ai paper-reading semantic-segmentation keypoint-detection image-classification

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