inference.py

'''
This file is written to finish the preprocess of REC-MV:
- mask
- normal
- smpl params
- parse masks
'''

import json, os, os.path as osp, sys, shutil, glob, pdb, argparse

def parse_args():
    parser = argparse.ArgumentParser()
    parser.add_argument('--root', type=str)
    parser.add_argument('--avatar_dir', type=str)
    args = parser.parse_args()
    return args

def main():
    args = parse_args()
    root = args.root
    # TODO: get mask

    # TODO: get normal
    os.system('cd ./pifuhd && python generate_normals.py --imgpath {}'.format(osp.join(root, 'imgs')))
    # get smpl_rec.npz
    avatar_dir = osp.join(args.root, args.avatar_dir)
    os.system('cd ./videoavatars && python get_reconstructed_poses.py --root {} --out {}'.format(args.root, avatar_dir))
    os.system('cd ../ && python get_smpl_rec_camera.py --root {} --save-root {}'.format(args.root, args.root))

if __name__ == '__main__':
    main()