• Welcome to the Model Garden for TensorFlow
• • Announcements
  • Milestones
  • Contributions
  • License

Welcome to the Model Garden for TensorFlow

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.

Directory	Description
official	• A collection of example implementations for SOTA models using the latest TensorFlow 2's high-level APIs • Officially maintained, supported, and kept up to date with the latest TensorFlow 2 APIs by TensorFlow • Reasonably optimized for fast performance while still being easy to read
research	• A collection of research model implementations in TensorFlow 1 or 2 by researchers • Maintained and supported by researchers
community	• A curated list of the GitHub repositories with machine learning models and implementations powered by TensorFlow 2

Announcements

Date	News
June 17, 2020	Context R-CNN: Long Term Temporal Context for Per-Camera Object Detection released
May 21, 2020	Unifying Deep Local and Global Features for Image Search (DELG) code released
May 19, 2020	MobileDets: Searching for Object Detection Architectures for Mobile Accelerators released
May 7, 2020	MnasFPN with MobileNet-V2 backbone released for object detection
May 1, 2020	DELF: DEep Local Features updated to support TensorFlow 2.1
March 31, 2020	Introducing the Model Garden for TensorFlow 2 (Tweet)

Milestones

Date	Milestone
July 7, 2020

Contributions

If you want to contribute, please review the contribution guidelines.

License

Apache License 2.0