pydensecrf
Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials. (by lucasb-eyer)
crfasrnn_pytorch
CRF-RNN PyTorch version http://crfasrnn.torr.vision (by sadeepj)
| pydensecrf | crfasrnn_pytorch | |
|---|---|---|
| 5 | 1 | |
| 1,921 | 190 | |
| - | - | |
| 3.1 | 10.0 | |
| 3 months ago | over 4 years ago | |
| C++ | Python | |
| MIT License | MIT License |
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.
pydensecrf
Posts with mentions or reviews of pydensecrf.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-06.
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[Help] Looking for a CRF python/pytorch library
- PyDenseCRF : It does not have learnable parameters.
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Why is pip install a .whl file if I am on Ubuntu?
Thanks to your observation I was able to find this solution which resolved the issue.
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Help with installing Python library
The documentation for pydensecrf says it requires a recent version of Cython. Do you have a recent version of Cython installed, and is it set up enough that you can do, for instance, from Cython.Build import cythonize?
crfasrnn_pytorch
Posts with mentions or reviews of crfasrnn_pytorch.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-06.
-
[Help] Looking for a CRF python/pytorch library
- crfasrnn_pytorch : It by default assumes the image pixels as the graph nodes. I cannot specify the unary and pairwise potentials.
What are some alternatives?
When comparing pydensecrf and crfasrnn_pytorch you can also consider the following projects:
DarkHelp - C++ wrapper library for Darknet
python-crfsuite - A python binding for crfsuite
cysimdjson - Very fast Python JSON parsing library
pytorch-crf - (Linear-chain) Conditional random field in PyTorch.
mediapipe - Cross-platform, customizable ML solutions for live and streaming media.
Dlib - A toolkit for making real world machine learning and data analysis applications in C++
jetson-inference - Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation