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ai-agent

kubric: Synthetic Video Data

Generate semi-realistic videos for AI model training. For founders building computer vision models.
2,766 stars277 forksJupyter NotebookQuality 8/10Updated 5/21/2026100% free ยท open source
What it does

Kubric generates semi-realistic videos for training computer vision models, allowing founders to create custom datasets for their AI models

Install / run
pip install kubric
When to use it
  • โ€ขYou need to train a computer vision model with a custom dataset
  • โ€ขYou want to generate videos with specific objects, scenes, or actions for model training
  • โ€ขYou need to augment existing datasets with synthetic videos to improve model performance
Quick start
  1. 1Clone the Kubric repository: git clone https://github.com/google-research/kubric
  2. 2Install required dependencies: pip install -r requirements.txt
  3. 3Run the example script: python examples/simple_scene.py
  4. 4Modify the scene definition in simple_scene.py to create a custom scene
  5. 5Render the scene as a video: python scripts/render_video.py simple_scene.py
Ready-to-paste prompt
python examples/simple_scene.py --num_frames 100 --output_dir /tmp/simple_scene
Heads up: Kubric requires a compatible version of Blender to be installed on the system, as it uses Blender's rendering engine to generate videos
Saves to your device
What's inside โ€” free to inspect
No purchase needed

Read the entire source before you build โ€” unlike paid marketplaces that hide it behind a buy button.

14
top-level files
9
folders
70.4M
repo size
Apache-2.0
license
Key files
README.md
requirements_dev.txt
requirements_full.txt
requirements.txt
File tree
.github/
.vscode/
challenges/
docker/
docs/
examples/
kubric/
shapenet2kubric/
test/
.devcontainer.json
.gitignore
.pylintrc
.readthedocs.yml
codecov.yml
CONTRIBUTING.md
launch.sh
LICENSE
Makefile
README.md
requirements_dev.txt
requirements_full.txt
requirements.txt
setup.py
Quick Actions
Details
Creator
google-research
Language
Jupyter Notebook
Category
ai-agent
Published
7/22/2020

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