UNetPlusPlus
[IEEE TMI] Official Implementation for UNet++ (by MrGiovanni)
AI-Syncline-Mapper
Automatic mapping of synclines in the Western Desert, Egypt (by n9Mtq4)
| UNetPlusPlus | AI-Syncline-Mapper | |
|---|---|---|
| 2 | 1 | |
| 2,178 | 0 | |
| - | - | |
| 3.1 | 1.8 | |
| 6 months ago | over 2 years ago | |
| Python | ||
| GNU General Public License v3.0 or later | - |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
UNetPlusPlus
Posts with mentions or reviews of UNetPlusPlus.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-03-18.
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[D] Extensions to U-nets
Code for https://arxiv.org/abs/1912.05074 found: https://github.com/MrGiovanni/UNetPlusPlus
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How to choose the skip connections for UNET++
I'm working with UNET++, especially the one with Xception backbone : https://github.com/MrGiovanni/UNetPlusPlus/blob/master/keras/segmentation_models/xnet/model.py
AI-Syncline-Mapper
Posts with mentions or reviews of AI-Syncline-Mapper.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-03-18.
-
[D] Extensions to U-nets
I compared a U-net, BCDU-net, and a U2-net for glacier semantic segmentation which is a pretty easy task. I don't still have the exact numbers, but U2-net was the best. I've also used a U2-net to map geologic structures which is a lot harder and the U2-net did well there too.
What are some alternatives?
When comparing UNetPlusPlus and AI-Syncline-Mapper you can also consider the following projects:
GlacierSemanticSegmentation - Identify glaciers in satellite images with a U^2-Net
U-2-Net - The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
BCDU-Net - BCDU-Net : Medical Image Segmentation