MyCaffeDataPreprocessor.cs

using System;
using System.Collections.Generic;
using System.ComponentModel;
using System.Diagnostics;
using System.Drawing;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using MyCaffe.basecode;
using MyCaffe.common;
using MyCaffe.db.stream;
 
namespace MyCaffe.preprocessor
{
    public partial class MyCaffeDataPreprocessor<T> : Component, IXMyCaffePreprocessor<T>
    {
        MgrPreprocessor<T> m_mgrPreprocessor = null;
 
        public MyCaffeDataPreprocessor()
        {
            InitializeComponent();
        }
 
        public MyCaffeDataPreprocessor(IContainer container)
        {
            container.Add(this);
 
            InitializeComponent();
        }
 
        private void dispose()
        {
            Shutdown();
        }
 
        public void Initialize(IXMyCaffe<T> imycaffe, IXStreamDatabase idb, string strPreProcessorDLLPath, PropertySet properties)
        {
            m_mgrPreprocessor = new MgrPreprocessor<T>(imycaffe, idb);
 
            int nFields = properties.GetPropertyAsInt("Fields", 0);
            int nDepth = properties.GetPropertyAsInt("Depth", 0);
 
            if (nFields == 0)
                throw new Exception("You must specify the 'Fields' property with a value greater than 0.");
 
            if (nDepth == 0)
                throw new Exception("You must specify the 'Depth' property with a value greater than 0.");
 
            m_mgrPreprocessor.Initialize(strPreProcessorDLLPath, nFields, nDepth);
        }
 
        public Tuple<Bitmap, SimpleDatum> Render(SimpleDatum sd)
        {
            throw new NotImplementedException();
        }
 
        public void Reset(int nStartOffset = 0)
        {
            m_mgrPreprocessor.Reset(nStartOffset);
        }
 
        public void Shutdown()
        {
            if (m_mgrPreprocessor != null)
            {
                m_mgrPreprocessor.Dispose();
                m_mgrPreprocessor = null;
            }
        }
 
        public Tuple<Blob<T>, SimpleDatum> Step(bool bGetSimpleDatum, int nWait = 1000)
        {
            return m_mgrPreprocessor.Step(bGetSimpleDatum, nWait);
        }
    }
}