The intern will apply deep learning techniques to the identification of doors in the blueprint for a floorplan. This will provide a component for a larger project using machine learning to interpret floor plans. As a part of this project, the intern will program and train the neural network, which will involve capturing substantial data to feed to the network as well as configuring the topology of the network. By the end of the internship, we expect to have a functioning door recognition neural network, capable of identifying both the door and its precise location in a bitmap.
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