TensorFlow.NET/test/TensorFlowNET.Examples/ImageProcessing/CIFAR10-CNN.cs

/*****************************************************************************
   Copyright 2018 The TensorFlow.NET Authors. All Rights Reserved.

   Licensed under the Apache License, Version 2.0 (the "License");
   you may not use this file except in compliance with the License.
   You may obtain a copy of the License at

       http://www.apache.org/licenses/LICENSE-2.0

   Unless required by applicable law or agreed to in writing, software
   distributed under the License is distributed on an "AS IS" BASIS,
   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
   See the License for the specific language governing permissions and
   limitations under the License.
******************************************************************************/

using System;
using System.Collections.Generic;
using System.Text;
using Tensorflow;
using TensorFlowDatasets;
using static Tensorflow.Python;

namespace TensorFlowNET.Examples
{
    /// <summary>
    /// https://www.tensorflow.org/tutorials/images/deep_cnn
    /// </summary>
    public class CIFAR10_CNN : IExample
    {
        public bool Enabled { get; set; } = true;
        public bool IsImportingGraph { get; set; } = false;

        public string Name => "CIFAR-10 CNN";

        public bool Run()
        {
            PrepareData();

            return true;
        }

        public Graph BuildGraph()
        {
            throw new NotImplementedException();
        }

        public Graph ImportGraph()
        {
            throw new NotImplementedException();
        }

        public void Predict(Session sess)
        {
            throw new NotImplementedException();
        }

        public void PrepareData()
        {
            var tfds = new DatasetBuilder();
            tfds.download_and_prepare();
        }

        public void Test(Session sess)
        {
            throw new NotImplementedException();
        }

        public void Train(Session sess)
        {
            throw new NotImplementedException();
        }
    }
}