tensorflow keras 中的 CRF？

Question

I know that Keras-contrib is deprecated and has been migrated to tensorflow/addons, but I don't understand how can I add a CRF layer using this new library.

Does anyone know which tensorflow/addons feature is the equivalent to the keras-contrib CRF layer?

Answer 1

You can use TensorFlow Addons( tfa ). In your case use tfa.layers.CRF .

To use the above, first you have to install the latest version as shown below

pip install tensorflow-addons

You can use addons as shown below

import tensorflow as tf
import tensorflow_addons as tfa
from tensorflow_addons.layers import CRF

For more information you can refer here