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38 lines
3.1 KiB
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38 lines
3.1 KiB
Markdown
English | [简体中文](README_CN.md)
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# Image Generation Model
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Now FastDeploy supports the deployment of the following style transfer models in the PaddleHub pre-trained model repository
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| Model | Description | Model Format |
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| :--- | :--- | :------- |
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|[animegan_v1_hayao_60](https://www.paddlepaddle.org.cn/hubdetail?name=animegan_v1_hayao_60&en_category=GANs)| Convert the input image into one in Miyazaki anime style with model weights converting from AnimeGAN V1 official open source project |paddle|
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|[animegan_v2_paprika_97](https://www.paddlepaddle.org.cn/hubdetail?name=animegan_v2_paprika_97&en_category=GANs)| Convert the input image into one in Satoshi Paprika anime style with model weights converting from AnimeGAN V2 official open source project |paddle|
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|[animegan_v2_hayao_64](https://www.paddlepaddle.org.cn/hubdetail?name=animegan_v2_hayao_64&en_category=GANs)| Convert the input image into one in Miyazaki anime style with model weights converting from AnimeGAN V2 official open source project |paddle|
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|[animegan_v2_shinkai_53](https://www.paddlepaddle.org.cn/hubdetail?name=animegan_v2_shinkai_53&en_category=GANs)| Convert the input image into one in Shinkai anime style with model weights converting from AnimeGAN V2 official open source project |paddle|
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|[animegan_v2_shinkai_33](https://www.paddlepaddle.org.cn/hubdetail?name=animegan_v2_shinkai_33&en_category=GANs)| Convert the input image into one in Shinkai anime style with model weights converting from AnimeGAN V2 official open source project |paddle|
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|[animegan_v2_paprika_54](https://www.paddlepaddle.org.cn/hubdetail?name=animegan_v2_paprika_54&en_category=GANs)| Convert the input image into one in Satoshi Paprika anime style with model weights converting from AnimeGAN V2 official open source project |paddle|
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|[animegan_v2_hayao_99](https://www.paddlepaddle.org.cn/hubdetail?name=animegan_v2_hayao_99&en_category=GANs)| Convert the input image into one in Miyazaki anime style with model weights converting from AnimeGAN V2 official open source project |paddle|
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|[animegan_v2_paprika_74](https://www.paddlepaddle.org.cn/hubdetail?name=animegan_v2_paprika_74&en_category=GANs)| Convert the input image into one in Satoshi Paprika anime style with model weights converting from AnimeGAN V2 official open source project |paddle|
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|[animegan_v2_paprika_98](https://www.paddlepaddle.org.cn/hubdetail?name=animegan_v2_paprika_98&en_category=GANs)| Convert the input image into one in Satoshi Paprika anime style with model weights converting from AnimeGAN V2 official open source project |paddle|
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## Speed comparison between hub and FastDeploy paddle backend Deployment (ips, higher is better)
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| Device | FastDeploy | Hub |
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| :--- | :--- | :------- |
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| CPU | 0.075 | 0.069|
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| GPU | 8.33 | 8.26 |
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## Downloading pre-trained models
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Use fastdeploy.download_model to download models. For example, download animegan_v1_hayao_60
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```python
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import fastdeploy as fd
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fd.download_model(name='animegan_v1_hayao_60', path='./', format='paddle')
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```
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The pre-trained model of animegan_v1_hayao_60 will be available in the current directory.
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## Detailed deployment Tutorials
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- [Python Deployment](python)
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- [C++ Deployment](cpp)
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