base on 2^x Image Super-Resolution <a href="https://socialify.git.ci/Tohrusky/Final2x/image?description=1&forks=1&issues=1&language=1&logo=https%3A%2F%2Fraw.githubusercontent.com%2FTohrusky%2FTohrusky%2Fmain%2Ficon%2Flogo.png&name=1&pattern=Circuit%20Board&pulls=1&stargazers=1&theme=Light"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://socialify.git.ci/Tohrusky/Final2x/image?description=1&forks=1&issues=1&language=1&logo=https%3A%2F%2Fraw.githubusercontent.com%2FTohrusky%2FTohrusky%2Fmain%2Ficon%2Flogo-dark.png&name=1&pattern=Circuit%20Board&pulls=1&stargazers=1&theme=Dark" /> <source media="(prefers-color-scheme: light)" srcset="https://socialify.git.ci/Tohrusky/Final2x/image?description=1&forks=1&issues=1&language=1&logo=https%3A%2F%2Fraw.githubusercontent.com%2FTohrusky%2FTohrusky%2Fmain%2Ficon%2Flogo.png&name=1&pattern=Circuit%20Board&pulls=1&stargazers=1&theme=Light" /> <img alt="Socialify Image" src="https://socialify.git.ci/Tohrusky/Final2x/image?description=1&forks=1&issues=1&language=1&logo=https%3A%2F%2Fraw.githubusercontent.com%2FTohrusky%2FTohrusky%2Fmain%2Ficon%2Flogo.png&name=1&pattern=Circuit%20Board&pulls=1&stargazers=1&theme=Light" /> </picture> </a>      [](https://github.com/Tohrusky/Final2x/actions/workflows/CI-test.yml) [](https://github.com/Tohrusky/Final2x/actions/workflows/CI-build.yml) [](https://github.com/Tohrusky/Final2x/actions/workflows/Release.yml)   This is a powerful tool that allows for image super-resolution to arbitrary sizes using [multiple models](./src/renderer/src/utils/ModelOptions.ts), designed to enhance the resolution and quality of images, making them clearer and more detailed. - News🎉: We are thrilled to announce the release of Final2x v2.0.0, which marks a major milestone as we transition to utilizing [ccrestoration](https://github.com/TensoRaws/ccrestoration) (PyTorch) for our algorithm implementation. - News🎉: Want to enhance your video? Try [FinalRip](https://github.com/TensoRaws/FinalRip)! ### Comparison <div align="center"> <img src="https://s2.loli.net/2023/07/20/hWi4U6BNeqau3MF.png" /> </div> <h5 align="center"> use Final2x to perform 4x super-resolution on a 256x256 Hutao RGBA image </h5> ## Screenshots <div align=center> <a href="https://sm.ms/image/NjpeUqToEc5kW12" target="_blank"><img src="https://s2.loli.net/2024/11/08/NjpeUqToEc5kW12.png" width="40%"></a> <a href="https://sm.ms/image/IeHzQuKFJPLc6Vp" target="_blank"><img src="https://s2.loli.net/2024/11/08/IeHzQuKFJPLc6Vp.png" width="40%"></a> </div> ### Installation ##### [Download the latest release from here.](https://github.com/Tohrusky/Final2x/releases) #### Windows Just Run! Furthermore, you can use package mananger to install and upgrade. ##### winget ```bash winget install Final2x ``` #### MacOS ```bash sudo spctl --master-disable # Disable Gatekeeper, then allow applications downloaded from anywhere in System Preferences > Security & Privacy > General xattr -cr /Applications/Final2x.app ``` In first time, you need to run the command above in terminal to allow the app to run. #### Linux For Linux User, you need to install the dependencies first. Make sure you have Python >= 3.9 and PyTorch >= 1.13 installed ```bash pip install Final2x-core Final2x-core -h # check if the installation is successful apt install -y libomp5 xdg-utils ``` ### Reference The following references were referenced in the development of this project: - [Final2x-core](https://github.com/Tohrusky/Final2x-core) - [ccrestoration](https://github.com/TensoRaws/ccrestoration) - [PyTorch](https://github.com/pytorch/pytorch) - [ncnn](https://github.com/Tencent/ncnn) - [naive-ui](https://github.com/tusen-ai/naive-ui) - [electron-vite](https://github.com/alex8088/electron-vite) ### License This project is licensed under the BSD 3-Clause - see the [LICENSE file](https://github.com/Tohrusky/Final2x/blob/main/LICENSE) for details. ### Acknowledgements Feel free to reach out to the project maintainers with any questions or concerns~ <a href="https://star-history.com/#Tohrusky/Final2x&Date"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=Tohrusky/Final2x&type=Date&theme=dark" /> <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=Tohrusky/Final2x&type=Date" /> <img alt="Star History Chart" src="https://api.star-history.com/svg?repos=Tohrusky/Final2x&type=Date" /> </picture> </a> ", Assign "at most 3 tags" to the expected json: {"id":"1790","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"