deepmosaic.py

import os
import sys
import traceback
try:
    from cores import Options,add,clean,style
    from util import util
    from models import loadmodel
except Exception as e:
    print(e)
    input('Please press any key to exit.\n')
    sys.exit(0)

opt = Options().getparse(test_flag = True)
if not os.path.isdir(opt.temp_dir):
    util.file_init(opt)

def main():
    
    if os.path.isdir(opt.media_path):
        files = util.Traversal(opt.media_path)
    else:
        files = [opt.media_path]        
    if opt.mode == 'add':
        netS = loadmodel.bisenet(opt,'roi')
        for file in files:
            opt.media_path = file
            if util.is_img(file):
                add.addmosaic_img(opt,netS)
            elif util.is_video(file):
                add.addmosaic_video(opt,netS)
                util.clean_tempfiles(opt, tmp_init = False)
            else:
                print('This type of file is not supported')
            util.clean_tempfiles(opt, tmp_init = False)

    elif opt.mode == 'clean':
        netM = loadmodel.bisenet(opt,'mosaic')
        if opt.traditional:
            netG = None
        elif opt.netG == 'video':
            netG = loadmodel.video(opt)
        else:
            netG = loadmodel.pix2pix(opt)
        
        for file in files:
            opt.media_path = file
            if util.is_img(file):
                clean.cleanmosaic_img(opt,netG,netM)
            elif util.is_video(file):
                if opt.netG == 'video' and not opt.traditional:            
                    clean.cleanmosaic_video_fusion(opt,netG,netM)
                else:
                    clean.cleanmosaic_video_byframe(opt,netG,netM)
                util.clean_tempfiles(opt, tmp_init = False)
            else:
                print('This type of file is not supported')

    elif opt.mode == 'style':
        netG = loadmodel.style(opt)
        for file in files:
            opt.media_path = file
            if util.is_img(file):
                style.styletransfer_img(opt,netG)
            elif util.is_video(file):
                style.styletransfer_video(opt,netG)
                util.clean_tempfiles(opt, tmp_init = False)
            else:
                print('This type of file is not supported')

    util.clean_tempfiles(opt, tmp_init = False)

if __name__ == '__main__':
    if opt.debug:
        main()
        sys.exit(0)
    try:
        main()
        print('Finished!')
    except Exception as ex:
        print('--------------------ERROR--------------------')
        print('--------------Environment--------------')
        print('DeepMosaics: 0.5.1')
        print('Python:',sys.version)
        import torch
        print('Pytorch:',torch.__version__)
        import cv2
        print('OpenCV:',cv2.__version__)
        import platform
        print('Platform:',platform.platform())

        print('--------------BUG--------------')
        ex_type, ex_val, ex_stack = sys.exc_info()
        print('Error Type:',ex_type)
        print(ex_val)
        for stack in traceback.extract_tb(ex_stack):
            print(stack)
        input('Please press any key to exit.\n')
        #util.clean_tempfiles(tmp_init = False)
        sys.exit(0)