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 12 hours ago President Museveni's Speech During International Development Association (IDA) Summit View the latest post Replies 1 Views 45
- by Eli 12 hours ago From Simple Linear Regression Analysis to Covariance & Correlation to Independent Determinant, and R-Squared View the latest post Replies 11 Views 24319
- by Eli 19 hours ago All in One: YouTube, TED, X, Facebook and Instagram Reels, Videos, Images and Text Posts View the latest post Replies 323 Views 24123
- by Eli 1 day ago Re: What is in Your Mind? View the latest post Replies 697 Views 289262
- by Eli 2 days ago Russia Invades Ukraine View the latest post Replies 655 Views 225018
- by Eli 3 days ago Collection of Greatest Christian Hymns of all Times View the latest post Replies 34 Views 57933
- by Eli 4 days ago Pondering Big Cosmology Questions Through Lectures and Dialogues View the latest post Replies 34 Views 57615
- by Eli 5 days ago Programmatically Manipulate Files: Renaming, Reading, Writing, Deleting, and Moving Files Between Folders View the latest post Replies 7 Views 6952
- by Eli 1 week ago Iran Launches Retaliatory Attack Against Israel, and Israel Retaliates by Attacking Iranian Isfahan Millitary Base View the latest post Replies 28 Views 6573
- by Eli 2 weeks ago Python Packages for Scientific Computing View the latest post Replies 8 Views 13188
-
Tensorflow Unet and Radio Frequency Interference Masking
-
- Information
-
Who is online
Users browsing this forum: No registered users and 0 guests