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https://github.com/Sukhdip-Sandhu/Automatic-Watermark-Removal

Python computer vision project that aims to automatically remove the watermarks of stock images. The algorithm is designed off of those of Google researchers
https://github.com/Sukhdip-Sandhu/Automatic-Watermark-Removal

algorithm computer-vision google python

Last synced: 2 days ago
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Python computer vision project that aims to automatically remove the watermarks of stock images. The algorithm is designed off of those of Google researchers

Host: GitHub
URL: https://github.com/Sukhdip-Sandhu/Automatic-Watermark-Removal
Owner: Sukhdip-Sandhu
Created: 2019-04-18T05:34:45.000Z (over 5 years ago)
Default Branch: master
Last Pushed: 2020-07-08T02:01:40.000Z (over 4 years ago)
Last Synced: 2024-08-02T20:45:34.021Z (3 months ago)
Topics: algorithm, computer-vision, google, python
Language: Python
Homepage:
Size: 546 KB
Stars: 23
Watchers: 2
Forks: 8
Open Issues: 3
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        ## Exploiting Watermark Consistency

#### *Attempt* at replicating Dekel et. al: [On the Effectiveness of Visible Watermarks](http://openaccess.thecvf.com/content_cvpr_2017/papers/Dekel_On_the_Effectiveness_CVPR_2017_paper.pdf)

##### Contained is source code, and details of our implementation, as well as a thorough evaluation of the algorithm both quantitatively and qualitatively presented in an IEEE conference type format. While the algorithm does not perform as desired, it was a great project to work on and a great learning experience!

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### Sample Results

Watermarked Images             |  Our Results             |  Expected Results

:-------------------------:|:-------------------------:|:-------------------------:

![](./images/0imagenet_wm.png)  |  ![](./images/0imagenet_rc.png)  |  ![](./images/0imagenet_gt.png)

![](./images/1imagenet_wm.png)  |  ![](./images/1imagenet_rc.png)  |  ![](./images/1imagenet_gt.png)

![](./images/1fotolia_wm.png)  |  ![](./images/1fotolia_rc.png)  |  ![](./images/1fotolia_gt.png)

![](./images/2fotolia_wm.png)  |  ![](./images/2fotolia_rc.png)  |  ![](./images/2fotolia_gt.png)

___

###### *please see code + report for citations of work we used during development :)*