This is a generic U-Net implementation as proposed by Ronneberger et al developed with Tensorflow. The code has been developed and used for Radio Frequency Interference mitigation using deep convolutional neural networks.
The network can be trained to perform image segmentation on arbitrary imaging data. Checkout the Usage section or the included Jupyter notebooks for a toy problem or the Radio Frequency Interference mitigation discussed in the paper. See full details https://tf-unet.readthedocs.io/en/latest/
-
- Active Topics
-
-
- by Eli 24 minutes ago Russia Invades Ukraine View the latest post Replies 649 Views 219359
- by Eli 5 hours ago Programmatically Manipulate Files: Renaming, Reading, Writing, Deleting, and Moving Files Between Folders View the latest post Replies 7 Views 1758
- by Eli 13 hours ago Re: What is in Your Mind? View the latest post Replies 690 Views 283393
- by Eli 5 days ago Iran Launches Retaliatory Attack Against Israel, and Israel Retaliates by Attacking Iranian Isfahan Millitary Base View the latest post Replies 28 Views 1337
- by Eli 1 week ago All in One: YouTube, TED, X, Facebook and Instagram Reels, Videos, Images and Text Posts View the latest post Replies 319 Views 18322
- by Eli 1 week ago Python Packages for Scientific Computing View the latest post Replies 8 Views 11209
- by Eli 1 week ago Dunia Yetu: Building Tanzania's Digital Future Together View the latest post Replies 5 Views 1967
- by Eli 2 weeks ago Collection of Greatest Christian Hymns of all Times View the latest post Replies 33 Views 52665
- by Eli 2 weeks ago What is Retrieval-Augmented Generation (RAG)? View the latest post Replies 2 Views 629
- by Eli 3 weeks ago Chat With ChatGPT - An Interactive Conversational AI View the latest post Replies 22 Views 33386
-
Tensorflow Unet and Radio Frequency Interference Masking
-
- Information
-
Who is online
Users browsing this forum: No registered users and 2 guests