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There are MNIST CNN prediction model example and ASP.NET Core 5.0 client application with ReactJS/Redux/Typescript front end.\n\n## Repository contains the following content:\n- [learning](src/TrainingModel) - python scripts with MNIST CNN model preparing using Keras and Tensorflow 2.0.\n- [ClientBaseLib](src/DotnetClient/TensorFlowServingClient) - base library with TF Serving gRPC generated classes and utils classes to create Tensors on C# .NET Core 5 . (Code compatible with TF 1.0)\n- [ASP.NET Core 5.0/ ReactJS/Redux Client](src/DotnetClient/TensorFlowServingCSharpClientNet5) - SPA application gRPC/Rest clients for MNIST prediction TensorFlow 2.0 Serving \n\n## Environment requirements for running example:\n- Docker \n- Windows 10\n- MSVS 2019 \n- VS Code\n\n## How to run example\n- Run command promt in root directory in repository\n```sh\ncd src\n```\n\n- Init TensorFlowServing docker image with code (Required only first time)\n```sh\ninit_tensorflow_serving_in_docker.bat\n```\n\n- Run trained model in TensorFlowServing docker container\n```sh\nstart run_all_models_serving_in_docker.bat\n```\n\n- Build and Run .Net Client Application\n```sh\nstart run_client.bat\n```\n\n- Navigate to [http://localhost:5000/](http://localhost:5000/) and test prediction app\n\n## Available examples\n\n### Number prediction example - MNIST, based on simple CNN\n\n![.NET Core 5.0 TensorFlow 2.0 Client](https://user-images.githubusercontent.com/2061634/102206464-ba58ac00-3edd-11eb-8c57-6095091dec12.png)\n\n### Cats and Dogs classification example, based on TensorFlow tutorials and MobileNetV2\n\n![CatsAndDogsPredictionClient](https://user-images.githubusercontent.com/2061634/102719799-41a08800-4301-11eb-8105-06e53c1c675d.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiminakov%2Ftensorflow2servingdotnet5client","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fiminakov%2Ftensorflow2servingdotnet5client","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiminakov%2Ftensorflow2servingdotnet5client/lists"}