0.6.0-alpha-1 (16/01/2023) New inference api with multiple inputs support

API changes:

• Changed InferenceModel interface:
  • Added type parameter representing inference result. #515
  • Replaced classification function with general purpose prediction methods for single and multiple inputs.
    Extensions org.jetbrains.kotlinx.dl.impl.inference.imagerecognition.PredictionKt.predictLabel and
    org.jetbrains.kotlinx.dl.impl.inference.imagerecognition.PredictionKt.predictProbabilities were added for classification. #515
  • Introduced InferenceModel#resultConverter to process inference results. #515
  • Method reshape was removed, in favor of prediction methods receiving input as FloatData containing input shape information. #513
  • Parameters were removed from the copy function. #503
• Replaced SavedModel#predict with org.jetbrains.kotlinx.dl.dataset.InferenceModelExtensionsKt.predict extension. #515
• Added predictionFunction parameter to the org.jetbrains.kotlinx.dl.dataset.InferenceModelExtensionsKt.predict and
  org.jetbrains.kotlinx.dl.dataset.InferenceModelExtensionsKt.evaluate extension functions. #515
• Shape information was added to the dataset classes. #513
  • Changed return type of the Dataset.getX function to FloatData.
  • Added TensorShape parameter to DataBatch and OnHeapDataset constructors.
  • Removed OnHeapDataset.Companion#createTrainAndTestDatasets,
    OnHeapDataset.Companion#create(String, String, int, Function1<String,float[][]>, Function2<String,Integer,float[]>),
    OnHeapDataset.Companion#create(Function0<float[][]>, Function0<float[]>) functions.
• No-top models were moved to the separate model types TFModels.CVnoTop and ONNXModels.CVnoTop. #511
• Changed high-level model classes so they do not implement InferenceModel. #509
• Converted SavingFormat to a class and added isKerasFullyCompatible parameter to SavingFormat.JsonConfigCustomVariables. #501
• Add basic multiple input support to OnnxInferenceModel. #417

Thanks to our contributors:

• Julia Beliaeva (@juliabeliaeva)
• Onuralp Sezer (@onuralpszr)