SkyAR_Paddle_GUI
- A Paddle and GUI implementation of SkyAR.
- Base repo： jiupinjia/SkyAR
- Paper：Zhengxia Zou. Castle in the Sky: Dynamic Sky Replacement and Harmonization in Videos. CoRR, abs/2010.118003, 2020.
Examples
-
raw video：
-
jupiter：
-
rainy：
-
galaxy：
-
district9ship：
-
raw video：
-
floatingcastle：
-
thunderstorm：
-
supermoon：
License
SkyAR by Zhengxia Zou is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
GUI
-
This implementation has a simple GUI. You can easy to use this program.
GUI Executable Version
-
GUI Executable file has been release：link
-
It made by Pyinstaller, and only support the cpu with avx instruction set.
Quick Start
-
clone or download the code
-
download the pretrained model：link
-
unpack the pretrained model into ./SkyAR
-SkyAR
-ResNet50FCN
-__model__
-__params__
- run main.py
$ python main.py -v [video_path] -s [save_path]- or run GUI version
$ python GUI.pyConfigs
optional arguments:
-h, --help show this help message and exit
-m MODEL_PATH, --model_path MODEL_PATH
-v VIDEO_PATH, --video_path VIDEO_PATH
-s SAVE_PATH, --save_path SAVE_PATH
-p PREVIEW_FRAMES_NUM, --preview_frames_num PREVIEW_FRAMES_NUM
-c CONFIG, --config CONFIG
All Choices：[
'rainy', 'sunny', 'cloudy', 'galaxy', 'jupiter', 'sunset',
'supermoon', 'district9ship', 'floatingcastle', 'thunderstorm'
]
Set custom skybox
Please set --config to None if use custom skybox:
--skybox_img SKYBOX_IMG
--skybox_video SKYBOX_VIDEO
--rain_cap_path RAIN_CAP_PATH
--is_show to visual result
--is_rainy is rainy
--is_video_sky is video skybox
More configs to tune the result:
--disable_halo_effect disable halo effect
--auto_light_matching is auto light matching
--relighting_factor RELIGHTING_FACTOR
--recoloring_factor RECOLORING_FACTOR
--skybox_center_crop SKYBOX_CENTER_CROP
Citation
@inproceedings{zou2020skyar,
title={Castle in the Sky: Dynamic Sky Replacement and Harmonization in Videos},
author={Zhengxia Zou},
year={2020},
journal={arXiv preprint arXiv:2010.11800},
}
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