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  1. EDSR_x4.pb: Model from the Enhanced Deep Residual Networks for Single Image Super-Resolution paper — increases the input image resolution by 4x.

  2. ESPCN_x4.pb: Super resolution model from Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network — increases resolution by 4x

  3. FSRCNN_x3.pb: Model from Accelerating the Super-Resolution Convolutional Neural Network — increases image resolution by 3x

  4. LapSRN_x8.pb: Super resolution model from Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks — increases image resolution by 8x