Code2Video
Active·★ 1.8k·Updated 2026-05-01
★ Trending
Video generation via code
Code2Video is an agentic, code-centric framework that generates high-quality educational videos from knowledge points. It leverages executable Manim code to ensure clarity, coherence, and reproducibility, unlike pixel-based text-to-video models.
#Video Generation#AI Agents#Manim#Educational Technology#Code Synthesis#Coding
01
Features
01Code-Centric Paradigm for video generation
02Modular Tri-Agent Design (Planner, Coder, Critic)
03MMMC Benchmark Dataset for code-driven video generation
04Multi-Dimensional Evaluation (Knowledge Transfer, Aesthetics, Efficiency)
05High-Quality Educational Video Generation
02
Compatibility
Manim
Native
Verified via docs
Claude-4-Opus
Best Quality LLM
Verified via docs
Gemini
Best Quality VLM
Verified via docs
IconFinder
Icon Source
Verified via docs
Icons8
Icon Source
Verified via docs
03
Quick start
1
$ pip install -r requirements.txt
04
Use cases
↳Generating instructional videos for programming and algorithms (e.g., Hanoi Problem).
↳Creating explanatory videos for advanced AI and machine learning concepts (e.g., Large Language Models).
↳Producing animated visualizations for mathematical and scientific principles (e.g., Fourier Series).
05
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