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DeepMosaics.exe Instructions

[中文版] This is a GUI version compiled in Windows.
Download this version and pre-trained model via [Google Drive] [百度云,提取码1x0a]
Video tutorial => [youtube] [bilibili]

Attentions:

  • Require Windows_x86_64, Windows10 is better.
  • Different pre-trained models are suitable for different effects.
  • Run time depends on computer performance.
  • If output video cannot be played, you can try with potplayer.
  • GUI version update slower than source.

How to install

CPU version

GPU version

Only suppport NVidia GPU above gtx1060(Driver:above 460 & CUDA:11.0)

You can also download them on BaiduNetdisk https://pan.baidu.com/s/10rN3U3zd5TmfGpO_PEShqQ Password: 1x0a

How to use

  • step 1: Choose image or video.
  • step 2: Choose model(Different pre-trained models are suitable for different effects)
  • step 3: Run program and wait.
  • step 4: Cheek reult in './result'.

Introduction to pre-trained models

  • Mosaic
Name Description
add_face.pth Add mosaic to all faces in images/videos.
clean_face_HD.pth Clean mosaic to all faces in images/video.
(RAM > 8GB).
add_youknow.pth Add mosaic to ... in images/videos.
clean_youknow_resnet_9blocks.pth Clean mosaic to ... in images/videos.
clean_youknow_video.pth Clean mosaic to ... in videos. It is better for processing video mosaics
  • Style Transfer
Name Description
style_apple2orange.pth Convert apples to oranges.
style_orange2apple.pth Convert oranges to apples
style_summer2winter.pth Convert summer to winter.
style_winter2summer.pth Convert winter to summer.
style_cezanne.pth Convert photos/video to Paul Cézanne style.
style_monet.pth Convert photos/video to Claude Monet style.
style_ukiyoe.pth Convert photos/video to Ukiyoe style.
style_vangogh.pth Convert photos/video to Van Gogh style.

Annotation

image

    1. Choose image or video.
    1. Choose model(Different pre-trained models are suitable for different effects).
    1. Program running mode. (auto | add | clean | style)
    1. Use GPU to run deep learning model. (The current version does not support gpu, if you need to use gpu please run source).
    1. Limit the fps of the output video(0->original fps).
    1. More options.
    1. More options can be input.
    1. Run program.
    1. Open help file.
    1. Sponsor our project.
    1. Version information.
    1. Open the URL on github.

Introduction to options

If you need more effects, use '--option your-parameters' to enter what you need.

  • Base
Option Description Default
--gpu_id if -1, do not use gpu 0
--media_path your videos or images path ./imgs/ruoruo.jpg
--mode program running mode(auto/clean/add/style) 'auto'
--model_path pretrained model path ./pretrained_models/mosaic/add_face.pth
--result_dir output media will be saved here ./result
--fps read and output fps, if 0-> origin 0
  • AddMosaic
Option Description Default
--mosaic_mod type of mosaic -> squa_avg/ squa_random/ squa_avg_circle_edge/ rect_avg/random squa_avg
--mosaic_size mosaic size,if 0 -> auto size 0
--mask_extend extend mosaic area 10
--mask_threshold threshold of recognize mosaic position 0~255 64
  • CleanMosaic
Option Description Default
--traditional if specified, use traditional image processing methods to clean mosaic
--tr_blur ksize of blur when using traditional method, it will affect final quality 10
--tr_down downsample when using traditional method,it will affect final quality 10
--medfilt_num medfilt window of mosaic movement in the video 11
  • Style Transfer
Option Description Default
--output_size size of output media, if 0 -> origin 512