Render for CNN: demo of usages of the off-the-shelf viewpoint estiamtor on images of objects in PASCAL3D+ classes.

python run_demo.py

To visualize the viewpoint by rendering an object in the estimated viewpoint:

python run_visualize_3dview.py

reference results (estimated view and rendered image of an object in that view) are in ref_output.

NOTE: You can change input image filename in run_demo.py and CAD model path in run_visualize_3dview.py to run demo on different image of other object in PASCAL3D_ classes. For batch processing, you would create a list of image filenames and a list of their class indices (can be acquired by g_shape_names.index(<name>)) and use the viewpoint function as in run_demo.py.