tensorflow/models
Models and examples built with TensorFlow
From the publisher
README & documentation
Source previewRead the project’s overview, installation instructions and usage examples. The original README is the source of truth.
[](https://badge.fury.io/py/tensorflow) [](https://badge.fury.io/py/tf-models-official) The TensorFlow Model Garden is a repository with a number of different implementations of state-of-the-art (SOTA) models and modeling solutions for TensorFlow users. We aim to demonstrate the best practices for modeling so that TensorFlow users can take full advantage of TensorFlow for their research and product development. To improve the transparency and reproducibility of our models, training logs on TensorBoard.dev are also provided for models to the extent possible though not all models are suitable. To install the current release of tensorflow-models, please follow any one of the methods described below. tf-models-official is the stable Model Garden package. Please check out the releases to see what are available modules. pip3 will install all models and dependencies automatically. Please check out our examples: to learn how to use a PIP package. Note that tf-models-official may not include the latest changes in the master branch of…
Read the full README ↗ · Preview checked 2026-10-30T11:51:30.154Z
Inside the original README — Document outline
- Welcome to the Model Garden for TensorFlow
- Installation
- Method 1: Install the TensorFlow Model Garden pip package
- Method 2: Clone the source
- Announcements
- Contributions
- License
- Citing TensorFlow Model Garden
Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.
Links from the README
References supplied by the publisher, not independently verified endorsements. Check the destination before downloading files or entering credentials.
Documentation belongs to its respective authors. Reported project/model license: Other. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
What this repository does
Models and examples built with TensorFlow
Repository facts
- Owner
- tensorflow
- Primary language
- Python
- Stars
- 77,640
- Forks
- 44,756
- Open issues + pull requests
- 1,276
- License
- Other
- Archived
- No
- Default branch
- master
- Created
- 2016-02-05T01:15:20.000Z
- Last push
- 2026-10-30T07:24:38.000Z
Topics and intended use
No topics were included in the latest source metadata.
Review the README for scope, installation, examples and limitations. We do not run repository code or certify it.
Evaluate before installing
Review licensing and dependencies, inspect recent commits and unresolved issues, and test in an isolated environment before production use. Stars and forks alone cannot answer these questions.
Source and freshness
Source: GitHub. Metadata observed 2026-10-31T18:43:23.065Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.
Related repositories
EbookFoundation/free-programming-books
donnemartin/system-design-primer