how combine CNN and CRF for Image segmentation?

lucasb-eyer / pydensecrf

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

MIT License

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how combine CNN and CRF for Image segmentation? #33

Closed ahukui closed 7 years ago

ahukui commented 7 years ago

how combine CNN and CRF for Image segmentation? 3ks

lucasb-eyer commented 7 years ago

Typically this is done by having the CNN create the unaries for the DenseCRF, but other ways have been proposed too. I recommend you read a few papers about it.

Since this is not a question about the library, but about your understanding of CNNs and CRFs, I'm closing this issue. If you have a specific question regarding pydensecrf, feel free to re-open this issue.