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I am working on a project where one of the tasks I need to do is to create embeddings for sketches. The sketches in question here are CAD Sketches. Being CAD sketches, the dimension information of the sketch, for instance, considering sketch of a rectangle, the dimensions of the rectangle are important, similarly for the sketch of a circle and so on.
I want a way to add/include this information to the feature vector that will be generated by CNN.
How should I go about doing that?

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