Neural network training combine data store 2018

Hi,

I'm stuck with 2018b do to work restrictions, I'm trying to build a image classification network, i have all my images segmented and also bounding boxes with a gTruth file.

I need to train the network following a tutorial it

trainingData = combine(imds,pxds)

net = trainingNetwork(trainingData,layers,options)

I run into a problem ive got my image data store - imds and PixelDatastore pxds but the command combione is not supported in 2018b

any help how to procced

kind regards

Tim

Answer 1

[Ramtej]

Hi Tim,

I assume you are referring to pixel label datastore by the term "PixelDatastore" and image datastore, pixel label datastore are stored in the variables "imds" and "pxds" respectively.

You can leverage the "pixelLabelImageDatastore" function to create a datastore based on the input image datastore and the pixel label datastore as shown below:

trainingData = pixelLabelImageDatastore(imds,pxds);

Refer to the below documentation for the detailed instructions and limitations of the "pixelLableImageDatastore" function.

pixelLabelImageDatastore: www.mathworks.com/help/vision/ref/pixellabelimagedatastore.html

Hope this resolves your query!