This algorithm loads a 2D deep learning model. Former name 'load convolutional neural network'.
Supported formats are:
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eCognition model - TensorFlow model created with eCognition (semantic segmentation)
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TensorFlow (SavedModel) - Google TensorFlow model format (object detection, semantic, and instance segmentation)
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ONNX model - open standard for machine learning models (Open Neural Network Exchange) that enables interoperability between different frameworks (object detection, semantic, and instance segmentation)
Video - Load 2D deep learning model - convolutional neural network
This algorithm is used with the algorithms 'apply 2D deep learning model' or 'apply 2D deep learning object detection / instance segmentation'.
Supported Domains
Execute;
Parameters
Model format
Select the deep learning model format to be loaded. Choose between:
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eCognition model - supports semantic segmentation (TensorFlow model created with eCognition)
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TensorFlow (SavedModel format) - supports object detection, semantic, and instance segmentation
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ONNX model - object detection, semantic, and instance segmentation (recommended format)
Once the model is loaded, you can inspect it using the feature Project features > Deep learning (CNN) > Convolutional neural networks > Convolutional neural network model info. It contains information about input and output tensor dimensions, relevant for inference (e.g. 'apply 2D deep learning model' algorithm).
Meta graph file
Select existing model meta graph file. Default "{:Workspc.OutputRoot}\model\model.meta"
(Only available for selection of Model format > eCognition model)
Index file
Select existing model index file. Default"{:Workspc.OutputRoot}\model\model.index"
(Only available for selection of Model format > eCognition model)
SavedModel path
Select existing model meta graph file. Default "{:Workspc.OutputRoot}\model\model.meta"
(Only available for selection of Model format > SavedModel)
Tags
Comma separated list of tags to load the model meta graph. Specifies the tag that represents the inference (prediction) graph head node. The default value for the parameter is 'serve'. (Only available for selection of Model format > SavedModel)
ONNX model
Select existing ONNX model. Default "{:Workspc.OutputRoot}\model\model.onnx"
(Only available for selection of Model format > ONNX model)
