public static BlockingCollection <FrameSet> framesToAnalyse = new BlockingCollection <FrameSet>(5); //The image to be analyzed and the file to write it too
static VideoToBitmap()
{
Task.Run(() =>
{
OpticalFlowArray OpticFlowAnalysis = new OpticalFlowArray();
while (!framesToAnalyse.IsCompleted)
{
var frameSet = framesToAnalyse.Take();
var results = OpticFlowAnalysis.CalculateAverageOpticFlow(frameSet.frameOne, frameSet.frameTwo, frameSet.BoxSize);
frameSet.fileStream.WriteLine(results.CSVFormat);
}
});
}
//SLOW AVOID USING
public static void RunOnVideo(string filePath, int desiredFramerate, int inputBoxSize)
{
VideoFileReader reader = new VideoFileReader();
reader.Open(filePath);
int boxSize = inputBoxSize;
//Printing to the console to provide metadata confirm
Console.WriteLine("width: " + reader.Width);
Console.WriteLine("height: " + reader.Height);
Console.WriteLine("fps: " + (double)reader.FrameRate);
Console.WriteLine("codec: " + reader.CodecName);
Console.WriteLine("number of frames: " + reader.FrameCount);
OpticalFlowArray OA = new OpticalFlowArray();
//default implementation is a fifo box
BlockingCollection <BlackAndWhiteDoubleArray> blackWhiteImages = new BlockingCollection <BlackAndWhiteDoubleArray>(5); //Magic object that does all the consumer producer bs for me
BlackAndWhiteDoubleArray firstFrame, secondFrame;
StreamWriter writer = new StreamWriter(@"D:\Results\results.csv");
//Consumer Thread
Task.Run(() =>
{
int count = 0;
long ticks = 0;
//run outside of the while loop to preload the first frame
firstFrame = blackWhiteImages.Take();
//runs until there are no more frames
while (!blackWhiteImages.IsCompleted)
{
secondFrame = blackWhiteImages.Take();
var stopwatch = new Stopwatch();
stopwatch.Start();
if (secondFrame != null && firstFrame != null)
{
var results = OA.CalculateAverageOpticFlow(firstFrame, secondFrame, boxSize);
writer.WriteLine(results.CSVFormat);
}
firstFrame = secondFrame;
stopwatch.Stop();
count++;
ticks += stopwatch.ElapsedTicks;
}
Console.WriteLine($"Consumer average elapsed ticks: {ticks / count}.");
});
//Producer Thread with framerate reductions
Task.Run(() =>
{
var sw = new Stopwatch();
var stopwatch = new Stopwatch();
sw.Start();
int count = 0; //debug variable, delete in production code
double frameToSkip = 1; //the number of frames to skip
double nextFrame = 0; //the next frame to analyze, we always analyze the first frame
if (desiredFramerate < reader.FrameRate)
{
frameToSkip = (double)reader.FrameRate / desiredFramerate;
}
//for some reason ~4 - 5 frames from the end I was getting out of index errors so I just said f**k it and quit 10 frames early
for (int x = 0; x < reader.FrameCount - 10; x++)
{
if ((int)nextFrame <= x) //we do <= to catch any potental double fuckery, shouldn't be a problem but BUGS
{
Console.WriteLine(x);
nextFrame += frameToSkip;
stopwatch.Start();
try
{
blackWhiteImages.Add(new BlackAndWhiteDoubleArray(reader.ReadVideoFrame()));
}
catch (NullReferenceException) //writes to the debug log the frame that caused problems
{
Console.WriteLine(x);
throw;
}
stopwatch.Stop();
count++;
}
else
{
stopwatch.Start();
reader.ReadVideoFrame().Dispose(); //we have to load this frame to skip it, this feels inefficient, but its the best I can do with this library
stopwatch.Stop();
}
}
blackWhiteImages.CompleteAdding();
sw.Stop();
Console.WriteLine($"Producer average elapsed ticks: {stopwatch.ElapsedTicks / count}.");
Console.WriteLine($"Producer runtime: {sw.ElapsedMilliseconds}ms.");
});
}
public static void RunOnVideo(string filePath)
{
reader = new VideoFileReader();
reader.Open(filePath);
int boxSize = 8; //for now this is a magic number, in the future it may be allowed to change
//Just Some data used to ensure compatibility
Console.WriteLine("width: " + reader.Width);
Console.WriteLine("height: " + reader.Height);
Console.WriteLine("fps: " + reader.FrameRate);
Console.WriteLine("codec: " + reader.CodecName);
Console.WriteLine("number of frames: " + reader.FrameCount);
OpticalFlowArray OA = new OpticalFlowArray();
//default implementation is a fifo box
BlockingCollection <BlackAndWhiteDoubleArray> blackWhiteImages = new BlockingCollection <BlackAndWhiteDoubleArray>(5); //Magic object that does all the consumer producer bs for me
BlackAndWhiteDoubleArray firstFrame, secondFrame;
//Consumer Thread
Task.Run(() =>
{
//run outside of the while loop to preload the first frame
firstFrame = blackWhiteImages.Take();
//runs until there are no more frames
while (!blackWhiteImages.IsCompleted)
{
secondFrame = blackWhiteImages.Take();
if (secondFrame != null && firstFrame != null)
{
//in the future this data will be saved. for now I will ignore it.
OA.CalculateAverageOpticFlow(firstFrame, secondFrame, boxSize);
}
firstFrame = secondFrame;
}
});
//Producer Thread
Task.Run(() =>
{
//for some reason ~4-5 frames from the end I was getting out of index errors so I just said f**k it and quit 10 frames early
//Literature implementations of this code only ran at 4 FPS, in the future I may look into allowing the user to choose a lower framerate. for now I will analyse as is.
for (int x = 0; x < reader.FrameCount - 10; x++)
{
try
{
blackWhiteImages.Add(new BlackAndWhiteDoubleArray(reader.ReadVideoFrame()));
}
catch (NullReferenceException)
{
Console.WriteLine(x);
throw;
}
if (x % 200 == 0)
{
Console.WriteLine(x);
}
}
blackWhiteImages.CompleteAdding();
});
}