Part 7 - PIX2PIX Plans (Done on 27th June, 2017)
Next, we turned back to more architectural stage. We got 800 images of architectural plans from artstor of Columbia University, and trained with them and their boundary area images as following:
Artstor_Images_512_Unfolded, 800 images, dataset here: 22_Artstor_Images_512_Unfolded.rar
And tested the model with a gradient area image set. Video here:
However, this is not the best way to record the information of a plan drawing. So we used different colors to represent different areas as folowing:
Artstor_Images_512_Unfolded_Test4, 100 images, dataset here: 26_Artstor_Images_512_Unfolded_Test4.rar
Red for axis, black for boundary line, yellow for inner area, blue for area with furnitures. And then we tested the model.
In order to collect data, we developed a website to invite volunteers to draw the input images. Link here: Recording System