ros-semantic-segmentation-pytorch
Pytorch implementation of Semantic Segmentation in ROS on MIT ADE20K dataset based on semantic-segmentation-pytorch by CSAIL (by pranay731)
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images (by milesial)
| ros-semantic-segmentation-pytorch | Pytorch-UNet | |
|---|---|---|
| 1 | 2 | |
| 10 | 8,397 | |
| - | - | |
| 0.0 | 3.9 | |
| 10 months ago | 3 months ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | GNU General Public License v3.0 only |
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.
ros-semantic-segmentation-pytorch
Posts with mentions or reviews of ros-semantic-segmentation-pytorch.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-04-30.
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How to run Machine Learning (PyTorch, Tensorflow) with ROS Melodic/Python 2.7?
As an example, this repo (https://github.com/pranay731/ros-semantic-segmentation-pytorch) seems to simply install ROS Melodic normally and some python 3 dependencies:
Pytorch-UNet
Posts with mentions or reviews of Pytorch-UNet.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-11-17.
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Trying to find resources for "Image Segmentation using RL"
Probably mean something like unet: https://github.com/milesial/Pytorch-UNet
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How to add a pyramid pooling in UNet++?
Hi! I will give you some resources that might help you understand(I didnt implement a network but I can answer more questions about how you can train it). 1 This link gives you a broad explanation about UNet. 2 This is a link to a UNet used for binary segmentation. 3 This is a step by step guide. The UNet++ that I posted is good for multiclass segmentation. If you need more advice feel free to reply. Good luck!
What are some alternatives?
When comparing ros-semantic-segmentation-pytorch and Pytorch-UNet you can also consider the following projects:
Robo-Semantic-Segmentation - Just a simple semantic segmentation library that I developed to speed up the image segmentation pipeline
mmsegmentation - OpenMMLab Semantic Segmentation Toolbox and Benchmark.