I am not a react person myself but we do have a react native implementation for TensorFlow.js that may be of use to you, but someone else on the team will have to answer any questions around that as that is not my area of expertise.

  
      

      blog.tensorflow.org
  

  
    

TensorFlow.js for React Native is here! 5

  The TensorFlow blog contains regular news from the TensorFlow team and the community, with articles on Python, TensorFlow.js, TF Lite, TFX, and more.