lightning-hydra-template
Deep Learning project template best practices with Pytorch Lightning, Hydra, Tensorboard. (by lkhphuc)
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images (by milesial)
lightning-hydra-template | Pytorch-UNet | |
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1 | 2 | |
150 | 8,397 | |
- | - | |
0.0 | 3.9 | |
about 3 years ago | 3 months ago | |
Python | Python | |
Apache License 2.0 | GNU General Public License v3.0 only |
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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.
lightning-hydra-template
Posts with mentions or reviews of lightning-hydra-template.
We have used some of these posts to build our list of alternatives
and similar projects.
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 lightning-hydra-template and Pytorch-UNet you can also consider the following projects:
lightning-hydra-template - PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
mmsegmentation - OpenMMLab Semantic Segmentation Toolbox and Benchmark.