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9d0b4d9 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 | ## DeepMosaics.exe Instructions
**[[中文版]](./exe_help_CN.md)**
This is a GUI version compiled in Windows.<br>
Download this version and pre-trained model via [[Google Drive]](https://drive.google.com/open?id=1LTERcN33McoiztYEwBxMuRjjgxh4DEPs) [[百度云,提取码1x0a]](https://pan.baidu.com/s/10rN3U3zd5TmfGpO_PEShqQ) <br>
Video tutorial => [[youtube]](https://www.youtube.com/watch?v=1kEmYawJ_vk) [[bilibili]](https://www.bilibili.com/video/BV1QK4y1a7Av)<br>
Attentions:<br>
- Require Windows_x86_64, Windows10 is better.<br>
- Different pre-trained models are suitable for different effects.<br>
- Run time depends on computer performance.<br>
- If output video cannot be played, you can try with [potplayer](https://daumpotplayer.com/download/).<br>
- GUI version update slower than source.<br>
### How to install
#### CPU version
* 1.Download and install Microsoft Visual C++
https://aka.ms/vs/16/release/vc_redist.x64.exe
#### GPU version
Only suppport NVidia GPU above gtx1060(Driver:above 460 & CUDA:11.0)
* 1.Download and install Microsoft Visual C++
https://aka.ms/vs/16/release/vc_redist.x64.exe
* 2.Update your gpu drive to 460(or above)
https://www.nvidia.com/en-us/geforce/drivers/
* 3.Download and install CUDA 11.0:
https://developer.nvidia.com/cuda-toolkit-archive
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.<br>(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
<br>
* 1. Choose image or video.
* 2. Choose model(Different pre-trained models are suitable for different effects).
* 3. Program running mode. (auto | add | clean | style)
* 4. Use GPU to run deep learning model. (The current version does not support gpu, if you need to use gpu please run source).
* 5. Limit the fps of the output video(0->original fps).
* 6. More options.
* 7. More options can be input.
* 8. Run program.
* 9. Open help file.
* 10. Sponsor our project.
* 11. Version information.
* 12. 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 | |