deepmosaic.py

import os
import sys
import traceback
from cores import Options,core
from util import util
from models import loadmodel

opt = Options().getparse(test_flag = True)
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):
                core.addmosaic_img(opt,netS)
            elif util.is_video(file):
                core.addmosaic_video(opt,netS)
            else:
                print('This type of file is not supported')

    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):
                core.cleanmosaic_img(opt,netG,netM)
            elif util.is_video(file):
                if opt.netG == 'video' and not opt.traditional:            
                    core.cleanmosaic_video_fusion(opt,netG,netM)
                else:
                    core.cleanmosaic_video_byframe(opt,netG,netM)
            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):
                core.styletransfer_img(opt,netG)
            elif util.is_video(file):
                core.styletransfer_video(opt,netG)
            else:
                print('This type of file is not supported')

    util.clean_tempfiles(opt, tmp_init = False)
        
if __name__ == '__main__':
    try:
        main()
        print('Finished!')
    except Exception as ex:
        print('--------------------ERROR--------------------')
        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)
        exit(0)