srwarp | repository contains an official implementation

 by   sanghyun-son Python Version: Current License: No License

kandi X-RAY | srwarp Summary

kandi X-RAY | srwarp Summary

srwarp is a Python library. srwarp has no bugs, it has no vulnerabilities and it has low support. However srwarp build file is not available. You can download it from GitHub.

This repository contains an official implementation of the following CVPR 2021 paper:. Sanghyun Son and Kyoung Mu Lee, "SRWarp: Generalized Image Super-Resolution under Arbitrary Transformation.".
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            kandi-support Support

              srwarp has a low active ecosystem.
              It has 28 star(s) with 2 fork(s). There are 5 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              srwarp has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of srwarp is current.

            kandi-Quality Quality

              srwarp has 0 bugs and 0 code smells.

            kandi-Security Security

              srwarp has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              srwarp code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              srwarp does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              srwarp releases are not available. You will need to build from source code and install.
              srwarp has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions, examples and code snippets are available.
              It has 6391 lines of code, 437 functions and 116 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed srwarp and discovered the below as its top functions. This is intended to give you an instant insight into srwarp implemented functionality, and help decide if they suit your requirements.
            • Set the configuration of the template .
            • Paint the image .
            • Compute quadrature quadratic model .
            • Performs an X8 forward regression .
            • Return data loader .
            • Calculate the loss of the loss function .
            • Parse the key loss .
            • Create a tree structure .
            • Parse function signature .
            • Train the model .
            Get all kandi verified functions for this library.

            srwarp Key Features

            No Key Features are available at this moment for srwarp.

            srwarp Examples and Code Snippets

            No Code Snippets are available at this moment for srwarp.

            Community Discussions

            No Community Discussions are available at this moment for srwarp.Refer to stack overflow page for discussions.

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install srwarp

            Browse to the pretrained directory and download the pretrained checkpoints by following:. Otherwise, download them manually. Please note that those files are ~3x larger than the original model due to the saved optimizers.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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            https://github.com/sanghyun-son/srwarp.git

          • CLI

            gh repo clone sanghyun-son/srwarp

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            git@github.com:sanghyun-son/srwarp.git

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