Version 1.0.3 by WSO2Category : Siddhi Function Supported Product Version : S P 4 . 0 . 0
Features provided by Tensorflow extension
Predict stream processorPerforms inferences (prediction) from an already built TensorFlow machine learning model.
The types of models are unlimited (including image classifiers, deep learning models) as long as they satisfy the following conditions.
They are saved with the tag 'serve' in SavedModel format.
- Model is initially trained and ready for inferences.
- Inference logic is written and saved in the model.
- signature_def is properly included in the metaGraphDef (a protocol buffer file which has information about the graph) and the key for prediction signature def is 'serving-default'
For more information refer to the documentation.
- They are saved with the tag 'serve' in SavedModel format.
Download the JAR files of released versions from Maven Central: