Models Versions Save

Fix a few import path and init problems.

We have the initial support to import the model garden libraries as: import tensorflow_models as tfm tfm.nlp.XXX

Pypi package for 2.9.2 cut is: https://pypi.org/project/tf-models-official/2.9.2/

Note: how the symbols are exported is defined by: https://github.com/tensorflow/models/tree/master/tensorflow_models/ folder

This release of the Official Models targets TensorFlow 2.9.0. Note that Research/tutorial/sample models have been removed.

TF versions of requirements have been updated to use the corresponding major version.

Notes: official/vision/beta has been released and moved to official/vision, the beta folder is being deprecated.

Pypi package for 2.9 cut is: https://pypi.org/project/tf-models-official/2.9.0/

Fix Waymo dataset metric import.

Updated pip package: https://pypi.org/project/tf-models-official/2.7.1/

This release of the Official Models targets TensorFlow 2.8.0. Note that Research/tutorial/sample models have been removed.

TF versions of requirements have been updated to use the corresponding major version.

Notes: official/vision/image_classification and official/vision/detection has been moved into official/legacy/.

Fix vision import that accidentally we used cloud_tpu ops. The vision/beta models were broken.

https://github.com/tensorflow/models/commit/46bf0651e0f1b70c6a46b7a545b8e730b50d65b1

Updated pip package: https://pypi.org/project/tf-models-official/2.6.1/

This release of the Official Models targets https://github.com/tensorflow/tensorflow/releases/tag/v2.7.0 Note that Research and Community models have been removed. This release of the Official Models targets TensorFlow 2.7.0.

Pipy package is available as: https://pypi.org/project/tf-models-official/2.7.0/

This release of the Official Models targets https://github.com/tensorflow/tensorflow/releases/tag/v2.6.0 Note that Research and Community models have been removed. Also TF 2.6 has removed Python 3.6 support. We recommend Python 3.7+.

New Models

Computer Vision

Natural Language Processing

Pip package: https://pypi.org/project/tf-models-official/2.6.0/

This release of the Official Models targets https://github.com/tensorflow/tensorflow/releases/tag/v2.5.1 Note that Research and Community models have been removed.

Incremental improvements from v2.5.0:

• Add ranking models (DLRM) in recommendation
• Bug fixes
• Remove google-cloud-bigquery in requirements.txt which causes slow installation problems

Pip package: https://pypi.org/project/tf-models-official/2.5.1/

This release of the Official Models targets https://github.com/tensorflow/tensorflow/releases/tag/v2.5.0 Note that Research and Community models have been removed.

New Models

Computer Vision

• ResNet-RS (Revisiting ResNets: Improved Training and Scaling Strategies) models
• Models for video classification with two backbones: SlowOnly and 3D-ResNet (R3D) used in Spatiotemporal Contrastive Video Representation Learning.
  • Kinetics-400 Action Recognition Baselines
  • Kinetics-600 Action Recognition Baselines

Natural Language Processing

• TN-BERT (TensorNetwork BERT)

Pip package: https://pypi.org/project/tf-models-official/2.5.0/

This release of the Official Models targets https://github.com/tensorflow/tensorflow/releases/tag/v2.4.0 This release of the Official Models targets TensorFlow 2.4.0. Note that Research/community models have been removed.

Pip package: https://pypi.org/project/tf-models-official/ tf-models-official 2.4.0