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GitHub / google-research / kubric
A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google-research%2Fkubric
Stars: 2,194
Forks: 212
Open Issues: 62
License: apache-2.0
Language: Jupyter Notebook
Repo Size: 68.7 MB
Dependencies:
57
Created: almost 4 years ago
Updated: 8 days ago
Last pushed: 8 days ago
Last synced: 8 days ago
Commit Stats
Commits: 471
Authors: 29
Mean commits per author: 16.24
Development Distribution Score: 0.482
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/google-research/kubric
Files
Dependencies
- sphinx ==3.3.1
- sphinx-rtd-theme ==0.5.1
- apache-beam *
- bidict *
- cloudml-hypertune *
- dataclasses *
- etils *
- google-cloud-storage *
- imageio *
- munch *
- numpy >=1.17
- pandas *
- pypng *
- pyquaternion *
- python-Levenshtein *
- scikit-learn *
- singledispatchmethod *
- tensorflow *
- tensorflow-datasets >=4.1.0
- traitlets *
- trimesh *
- flake8 * development
- hypothesis * development
- pylint * development
- pytest * development
- pytest-cov * development
- OpenEXR *
- matplotlib *
- mediapy *
- pybullet *
- tensorflow-graphics *
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- docker/build-push-action v2 composite
- docker/login-action v1 composite
- docker/setup-buildx-action v1 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- actions/checkout v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- actions/checkout v2 composite
- codecov/codecov-action v1 composite
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- docker/build-push-action v2 composite
- docker/login-action v1 composite
- docker/setup-buildx-action v1 composite
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- docker/build-push-action v2 composite
- docker/login-action v1 composite
- docker/setup-buildx-action v1 composite
- kubricdockerhub/kubruntu latest build