rendering.py

#!/usr/bin/env python3
# coding: utf-8

import sys

sys.path.append('../')
import os
import os.path as osp
from glob import glob

from utils.lighting import RenderPipeline
import numpy as np
import scipy.io as sio
import imageio

cfg = {
    'intensity_ambient': 0.3,
    'color_ambient': (1, 1, 1),
    'intensity_directional': 0.6,
    'color_directional': (1, 1, 1),
    'intensity_specular': 0.1,
    'specular_exp': 5,
    'light_pos': (0, 0, 5),
    'view_pos': (0, 0, 5)
}


def _to_ctype(arr):
    if not arr.flags.c_contiguous:
        return arr.copy(order='C')
    return arr


def obama_demo():
    wd = 'obama_res@dense_py'
    if not osp.exists(wd):
        os.mkdir(wd)

    app = RenderPipeline(**cfg)
    img_fps = sorted(glob('obama/*.jpg'))
    triangles = sio.loadmat('tri_refine.mat')['tri']  # mx3
    triangles = _to_ctype(triangles).astype(np.int32)  # for type compatible

    for img_fp in img_fps[:]:
        vertices = sio.loadmat(img_fp.replace('.jpg', '_0.mat'))['vertex'].T  # mx3
        img = imageio.imread(img_fp).astype(np.float32) / 255.

        # end = time.clock()
        img_render = app(vertices, triangles, img)
        # print('Elapse: {:.1f}ms'.format((time.clock() - end) * 1000))

        img_wfp = osp.join(wd, osp.basename(img_fp))
        imageio.imwrite(img_wfp, img_render)
        print('Writing to {}'.format(img_wfp))


if __name__ == '__main__':
    obama_demo()