[Help] Looking for a CRF python/pytorch library

This page summarizes the projects mentioned and recommended in the original post on /r/computervision
Computer Vision Machine Learning Crf pairwise-potentials unary-potentials

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  • pydensecrf

    Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

    • - PyDenseCRF : It does not have learnable parameters.

  • python-crfsuite

    A python binding for crfsuite

    • - python-crfsuite : It does not allow me to specify the unary and pairwise potentials.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • pytorch-crf

    (Linear-chain) Conditional random field in PyTorch.

    • - pytorch-crf : It does linear-chain CRF while I need a graph one.

  • crfasrnn_pytorch

    CRF-RNN PyTorch version http://crfasrnn.torr.vision

    • - crfasrnn_pytorch : It by default assumes the image pixels as the graph nodes. I cannot specify the unary and pairwise potentials.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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