Size up a Room

Estimate dimensions of a room with a single 2-D image is an extremely difficult challenge due to the lack of spatial information. However the results obtained in this approach were very satisfactory and through improvements of the model, it is possible to achieve it. The approach consists of the next 4 steps:

Computation of vanishing points
Wall segmentation
Hough line transform
Object recognition using a RNN