{"repo":"zuruoke/watermark-removal","free":true,"listed":false,"github":"https://github.com/zuruoke/watermark-removal","clone":"git clone https://github.com/zuruoke/watermark-removal.git","description":"a machine learning image inpainting task that instinctively removes watermarks from image indistinguishable from the ground truth image","language":"Python","stars":5126,"topics":["tensorflow","deep-learning","machine-learning","python","watermark-image"],"license":null,"category":"machine-learning","readme_excerpt":"Chimzuruoke Okafor Watermark-Removal An open source project that uses a machine learning based image inpainting methodology to remove watermark from images which is totally indistinguishable from the ground truth version of the image. This project was inspired by the Contextual Attention (CVPR 2018) and Gated Convolution (ICCV 2019 Oral). And also a shoutout to Chu-Tak Li for his Medium article series that really gave me a deep insight into the image inpainting papers stated above Run Docker 1. Clone this repository to your computer. 2. From the repository root, build a Docker image with the command docker build -t watermark-removal . 3. Download the model dir using this link. 4. Create and run a docker container with the image you built using the command: Google colab (broken) - use Google colab - First of all, clone this repo !git clone https://github.com/zuruoke/watermark-removal - Change Directory to the repo !cd watermark-removal - Since Google Colab uses the latest Tensorflow 2x version and this project uses 1.15.0, downgrade to Tensorflow 1.15.0 version and restart the runtime, ( although the new version of Google Colab does not need you to restart the runtime ). !pip install tensorflow==1.15.0 - Install tensorflow toolkit neuralgym. !pip install git+https://github.com/JiahuiYu/neuralgym - Download the model dirs using this link and put it under model/ (rename checkpoint.txt to checkpoint because sometimes google drive automatically adds .txt after download) And you're","default_branch":null,"files":null,"tree":[],"storefront":"/r/zuruoke","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/zuruoke/watermark-removal/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}