v0.3.0

Released 2021-12-31.

Major Features and Improvements

• Updated test use cases for test_transforms module. #109
• Upgrade the version of mindspore module dependencies from v1.2.0 to v1.5.0. #103 #107 #118
• Refactor the vision/transforms module to make it configure parameters flexibly. #113
• Added the the front and back ends modules to implement the Web UI reasoning visualization feature. #104 #105 #106 #107 #108 #110 #111
• Combined with OpenCV to add app module to support object detection visualization to make reasoning intuitive. #114
• Added test/st/app/object_detection system test module to provide static image detection and video image detection dynamically collected by cameras. #115 #116
• Added Nginx version container to make Web UI reasoning visualization module deploy and use easily. #120

Model Park

• None

API Change

• Add a new interface to get specified vision transform parameters from the transform YAML file.

v0.3.0

from tinyms.vision.transform_config import get_specified_config configs = get_specified_config(transforms_op='DatasetTransform', yaml_path=None)

• Add shanshui dataset transform class to process shanshui dataset.

v0.3.0

from tinyms.vision import ShanshuiTransform shanshui_transform = ShanshuiTransform() img = Image.open('shanshui_example.jpg') img = shanshui_transform(img)

• Add predict_web method in the serving/server module to provide back-end reasoning function for the request /predict from the web front end page.

• Add object detection model reasoning visualization module, there are too many new methods to list one by one, please find them in API Documentation tinyms.app menu.

For the detailed API changes, please find TinyMS Python API in API Documentation.

Backwards Incompatible Change

None

Bug fixes

• Fixed the Linux server startup error of the serving/server module in previous versions. #102

Contributors

Great thanks go to these wonderful people:

@zjuter0126, @Mickls, @leonwanghui, @hannibalhuang, @hellowaywewe, @huxiaoman7