I suggest to take an overview at:
  
      

      arXiv.org
  

  
    

Learning End-to-End Lossy Image Compression: A Benchmark

  Image compression is one of the most fundamental techniques and commonly used
applications in the image and video processing field. Earlier methods built a
well-designed pipeline, and efforts were made to improve all modules of the
pipeline by...


  

  
    
    
  

  


Then you can take a look at the CLIC 21 tasks/leaderboard:
http://compression.cc/
See also our repository at:
  
      

      github.com
  

  
    

GitHub - tensorflow/compression: Data compression in TensorFlow 3


  Data compression in TensorFlow. Contribute to tensorflow/compression development by creating an account on GitHub.