Metadata-Version: 1.0
Name: guided-filter-tf
Version: 1.1.1
Summary: Deep Guided Filtering Layer for TensorFlow
Home-page: https://github.com/wuhuikai/DeepGuidedFilter
Author: wuhuikai
Author-email: huikaiwu@icloud.com
License: UNKNOWN
Description-Content-Type: UNKNOWN
Description: Fast End-to-End Trainable Guided Filter
        =======================================
        
        `[Project] <http://wuhuikai.me/DeepGuidedFilterProject>`__
        `[Paper] <http://wuhuikai.me/DeepGuidedFilterProject/deep_guided_filter.pdf>`__
        `[arXiv] <https://arxiv.org/abs/1803.05619>`__
        `[Demo] <http://wuhuikai.me/DeepGuidedFilterProject#demo>`__
        `[Home] <http://wuhuikai.me>`__
        
        | Official implementation of **Fast End-to-End Trainable Guided
          Filter**.
        | **Faster**, **Better** and **Lighter** for image processing and dense
          prediction.
        
        Paper
        -----
        
        | **Fast End-to-End Trainable Guided Filter**
        | Huikai Wu, Shuai Zheng, Junge Zhang, Kaiqi Huang
        | CVPR 2018
        
        Install
        -------
        
        ::
        
            pip install guided-filter-tf
        
        Usage
        -----
        
        ::
        
            from guided_filter_tf.guided_filter import fast_guided_filter
                
            hr_y = fast_guided_filter(lr_x, lr_y, hr_x, r, eps, nhwc)
        
        ::
        
            from guided_filter_tf.guided_filter import guided_filter
            hr_y = guided_filter(hr_x, init_hr_y, r, eps, nhwc)
        
        Citation
        --------
        
        ::
        
            @inproceedings{wu2017fast,
              title     = {Fast End-to-End Trainable Guided Filter},
              author    = {Wu, Huikai and Zheng, Shuai and Zhang, Junge and Huang, Kaiqi},
              booktitle = {CVPR},
              year = {2018}
            }
        
Platform: UNKNOWN
