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--- |
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license: mit |
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language: |
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- en |
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pipeline_tag: image-to-image |
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tags: |
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- coreml |
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- mlpackage |
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- coremltools |
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- ios |
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- macos |
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- apple-silicon |
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- super-resolution |
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- realesrgan |
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- img2img |
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- image-enhancement |
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- upscale |
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- denoise |
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- xcode |
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- neural-engine |
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--- |
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A curated collection of CoreML (`.mlpackage`) models |
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These Models Can be used easily inside of Xcode projects targeting across apple products |
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If you have link/download issues, my GitHub collection is here: |
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https://github.com/marshiyar/CoreML-Model-Zoo (downloads in Releases) |
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## RealESRGAN x2 |
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<details> |
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<summary><strong>Model contract</strong></summary> |
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- **Predictions:** <code>1x3x256x256 -> 1x3x512x512</code> |
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- **Filename mapping:** <code><model_id>.mlpackage</code> |
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</details> |
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The File Sizes are based on it's zipped packaging |
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| Model ID | Size | Input | Output | Profile | |
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| --------------------------------------- | ------- | ----- | ------ | ------- | |
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| [RealESRGAN_x2plus <sup>⬇️</sup>](https://huggingface.co/marshiyar/RealESRGAN_x2_CoreML/resolve/main/RealESRGAN_x2plus.mlpackage.zip) | 31.1 MB | <img src="https://github.com/marshiyar/CoreML-Model-Zoo/releases/download/readme-assets/RealESRGAN_x2_model_Input1.png" width="120" /> | <img src="https://github.com/marshiyar/CoreML-Model-Zoo/releases/download/readme-assets/RealESRGAN_x2plus.png" width="120" /> | base | |
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| [RealESRGAN_x2plus_pal-4 <sup>⬇️</sup>](https://huggingface.co/marshiyar/RealESRGAN_x2_CoreML/resolve/main/RealESRGAN_x2plus_pal-4.mlpackage.zip) | 7.48 MB | | <img src="https://github.com/marshiyar/CoreML-Model-Zoo/releases/download/readme-assets/RealESRGAN_x2plus_pal-4.png" width="120" /> | pal-4 | |
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| [RealESRGAN_x2plus_pal-6 <sup>⬇️</sup>](https://huggingface.co/marshiyar/RealESRGAN_x2_CoreML/resolve/main/RealESRGAN_x2plus_pal-6.mlpackage.zip) | 12.4 MB | | <img src="https://github.com/marshiyar/CoreML-Model-Zoo/releases/download/readme-assets/RealESRGAN_x2plus_pal-6.png" width="120" /> | pal-6 | |
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| [RealESRGAN_x2plus_pal-8 <sup>⬇️</sup>](https://huggingface.co/marshiyar/RealESRGAN_x2_CoreML/resolve/main/RealESRGAN_x2plus_pal-8.mlpackage.zip) | 16 MB | | <img src="https://github.com/marshiyar/CoreML-Model-Zoo/releases/download/readme-assets/RealESRGAN_x2plus_pal-8.png" width="120" /> | pal-8 | |
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| [RealESRGAN_x2plus_Q-8 <sup>⬇️</sup>](https://huggingface.co/marshiyar/RealESRGAN_x2_CoreML/resolve/main/RealESRGAN_x2plus_Q-8.mlpackage.zip) | 13.3 MB | | <img src="https://github.com/marshiyar/CoreML-Model-Zoo/releases/download/readme-assets/RealESRGAN_x2plus_Q-8.png" width="120" /> | Q-8 | |
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## Author |
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Arshiya Rahgozar |
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[GitHub](https://github.com/marshiyar) |
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## Attributions |
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Thanks to the authors of Real-ESRGAN |
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Real-world image super-resolution. Original project: [xinntao/Real-ESRGAN](https://github.com/xinntao/Real-ESRGAN) (BSD-3-Clause). |
