Releases: tensorflow/models
TensorFlow Official Models 2.11.2
Match the changes with Pypi package and tensorflow.org documentation.
TensorFlow Official Models 2.11.0
This release of the Official Models targets TensorFlow 2.11.0. Note that Research/tutorial/sample models have been removed.
New features:
- MobileNetV2 backbone for Mask RCNN
- Panoptic deeplab supported;
- freeze_backbone supported, and many bug fixes
- FNet and SparseMixer implementations
- Move ViT models from projects to vision main backbone folder
Release branch is: https://github.com/tensorflow/models/tree/r2.11
TensorFlow Official Models 2.10.1
Fix open cv python 3.10 build issue. A lot of downstream clients need to build with 3.10.
What's Changed
New Contributors
Full Changelog: v2.10.0...v2.10.1
TensorFlow Official Models 2.10.0
This release of the Official Models targets TensorFlow 2.10.0. Note that Research/tutorial/sample models have been removed.
TF versions of requirements have been updated to use the corresponding major version.
Updates:
- MobileNetV2 backbone for Mask RCNN.
- Panoptic deeplab supported.
- freeze_backbone supported, and many bug fixes.
Pypi package for 2.10 cut is: https://pypi.org/project/tf-models-official/2.10.0/.
TensorFlow Official Models 2.7.2
Adds a prefetch_buffer_size
option to set the prefetch buffer size for input_reader
instead of autotune. This resolves the issue of increasing buffer size until the CPU memory is exhausted.
Updated pip package: https://pypi.org/project/tf-models-official/2.7.2/
TensorFlow Official Models 2.9.2
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
TensorFlow Official Models 2.9.0
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/
TensorFlow Official Models 2.8.0
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/.
TensorFlow Official Models 2.7.1
Fix Waymo dataset metric import.
Updated pip package: https://pypi.org/project/tf-models-official/2.7.1/
TensorFlow Official Models 2.6.1
Fix vision import that accidentally we used cloud_tpu ops. The vision/beta models were broken.
Updated pip package: https://pypi.org/project/tf-models-official/2.6.1/