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Migrated assets in COS (#12)
* Migrated assets in COS * Update Dockerfile * Update README.md * Update README.md
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Dockerfile

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FROM codait/max-base:v1.1.3
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ARG model_bucket=http://max-assets.s3.us.cloud-object-storage.appdomain.cloud/max-image-resolution-enhancer/1.0
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ARG model_bucket=https://s3.us-south.cloud-object-storage.appdomain.cloud/max-assets-prod/max-image-resolution-enhancer/1.0.0
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ARG model_file=assets.tar.gz
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WORKDIR /workspace

README.md

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The GAN is based on [this GitHub repository](https://github.com/brade31919/SRGAN-tensorflow) and on [this research article](https://arxiv.org/pdf/1609.04802.pdf).
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The model was trained on 600,000 images of the [OpenImages V4](https://storage.googleapis.com/openimages/web/index.html) dataset, and the model files are hosted on
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[IBM Cloud Object Storage](http://max-assets.s3.us.cloud-object-storage.appdomain.cloud/max-image-resolution-enhancer/1.0/assets.tar.gz).
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[IBM Cloud Object Storage](https://s3.us-south.cloud-object-storage.appdomain.cloud/max-assets-prod/max-image-resolution-enhancer/1.0.0/assets.tar.gz).
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The code in this repository deploys the model as a web service in a Docker container. This repository was developed
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as part of the [IBM Developer Model Asset Exchange](https://developer.ibm.com/exchanges/models/) and the public API is powered by [IBM Cloud](https://ibm.biz/Bdz2XM).
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assets/README.md

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The final SRGAN model was trained on 600k images from the [OpenImages V4](https://storage.googleapis.com/openimages/web/index.html) dataset. The weights are released here under the [Apache2.0](https://www.apache.org/licenses/LICENSE-2.0) license found in the root of this repository.
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_Note: the fine-tuned model files are hosted on [IBM Cloud Object Storage](http://max-assets.s3.us.cloud-object-storage.appdomain.cloud/max-image-resolution-enhancer/1.0/assets.tar.gz)._
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_Note: the fine-tuned model files are hosted on [IBM Cloud Object Storage](https://s3.us-south.cloud-object-storage.appdomain.cloud/max-assets-prod/max-image-resolution-enhancer/1.0.0/assets.tar.gz)._

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