public void pump(ref AdvertDetails _advertDetails)
{
Image<Gray, Byte> image;
if (!_advertDetails.CarFound)
image = _advertDetails.Image.Convert<Gray, Byte>();
else
{
image = _advertDetails.Image.GetSubRect(_advertDetails.Rect).Convert<Gray, Byte>();
image.Resize(480, 320, Emgu.CV.CvEnum.INTER.CV_INTER_LINEAR);
}
Image<Gray, float> con = image.Laplace(1);
float sum = calculateBlur(con.ToBitmap());
_advertDetails.BlurValue = sum / ((image.Width-1) * (image.Height-1)) * 100;
if (_advertDetails.BlurValue < blurTreshold)
{
_advertDetails.Blurry = true;
_advertDetails.Error += "; image is blury";
}
else
{
if (_advertDetails.BlurValue < blurTreshold + (blurTreshold * 0.125))
_advertDetails.blurRating = 1;
else
_advertDetails.blurRating = 2;
}
}
/// <summary>
/// Implements the coverage detector filter and adds the details to the advertDetails object
/// </summary>
/// <param name="_advertDetails">The advertDetails object where information about coverage is stored</param>
public void pump(ref AdvertDetails _advertDetails)
{
if(!_advertDetails.CarFound)
throw new Exception("Cannot calculate coverage if car not found");
float totalArea = _advertDetails.Image.Width * _advertDetails.Image.Height;
float area = _advertDetails.Rect.Width * _advertDetails.Rect.Height;
float coverage = area/totalArea * 100;
_advertDetails.CoverageValue = coverage;
_advertDetails.CoverageRating = calculateCoverageRating(coverage);
}
public void pump(ref AdvertDetails _advertDetails)
{
CascadeClassifier cc = new CascadeClassifier(VWclassifier);
bool carExitst = _advertDetails.CarFound?true:false;
Image<Gray, byte> image;
if(carExitst)
image = _advertDetails.Image.GetSubRect(_advertDetails.Rect).Convert<Gray, byte>();
else
image = _advertDetails.Image.Convert<Gray, byte>();
Rectangle[] logosFound = cc.DetectMultiScale(image, 1.05, 1, new Size(20,20), new Size(40,40));
}
/// <summary>
/// Implements the car detector filter and adds the details to the advertDetails object
/// </summary>
/// <param name="_advertDetails">The advertDetails object where information about the advert is stored</param>
public virtual void pump(ref AdvertDetails _advertDetails)
{
Rectangle rect = new Rectangle();
String view = "Unknown";
Image<Gray, Byte> image = _advertDetails.Image.Convert<Gray, byte>();
CascadeClassifier classifier = new CascadeClassifier(frontClassifier);
Rectangle[] rectangleList = new Rectangle[0];
classifier = new CascadeClassifier(sideClassifier);
Rectangle[] temp = classifier.DetectMultiScale(image, scaleFac, numNeighbours, side_minSize, maxSize);
if (temp.Length > rectangleList.Length)
{
rectangleList = temp;
view = "Side";
}
if(view != "Side")
{
temp = classifier.DetectMultiScale(image, scaleFac, numNeighbours, fb_minSize, maxSize);;
if(temp.Length > rectangleList.Length)
{
rectangleList = temp;
view = "Front";
}
classifier = new CascadeClassifier(backClassifier);
temp = classifier.DetectMultiScale(image, scaleFac, numNeighbours, fb_minSize, maxSize);
if (temp.Length > rectangleList.Length)
{
rectangleList = temp;
view = "Back";
}
}
if (rectangleList.Length > 0)
{
rect = getLargest(rectangleList);
_advertDetails.Rect = rect;
_advertDetails.CarFound = true;
_advertDetails.View = view;
_advertDetails.CarRating = 1;
}
else
{
_advertDetails.CarFound = false;
_advertDetails.Error = "No car found.";
}
}
public void pump(ref AdvertDetails _advertDetails)
{
if (!_advertDetails.CarFound)
{
_advertDetails.Error +=";car not found";
return;
}
Bitmap img = _advertDetails.Image.ToBitmap().Clone(_advertDetails.Rect, System.Drawing.Imaging.PixelFormat.Format32bppRgb);
int width = img.Width;
int height = img.Height;
String[] colours = loopThroughPixels(colourBuckets, width, height, img);
_advertDetails.Colour1 = colours[0];
_advertDetails.Colour2 = colours[1];
_advertDetails.Colour3 = colours[2];
_advertDetails.Hex1 = colours[3];
_advertDetails.Hex2 = colours[4];
_advertDetails.Hex3 = colours[5];
}
public AdvertDetails GetById(int id)
{
if (id == 0)
{
throw new ArgumentNullException(nameof(id));
}
var adverts = _advertRepository.GetAll();
var dbAdvert = adverts.FirstOrDefault(x => !x.IsClosed && x.Id == id);
if (dbAdvert == null)
{
throw new ArgumentException("Partner id is invalid or doesn't exists.");
}
var advert = new AdvertDetails()
{
AccountId = dbAdvert.AccountId,
Tags = dbAdvert.Tags.Select(c => c.Value).ToList(),
Reward = dbAdvert.Reward,
Text = dbAdvert.Text,
CreationDate = dbAdvert.CreationDate,
Title = dbAdvert.Title,
AccountDetails = new AccountDetails()
{
FirstName = dbAdvert.Account.FirstName,
LastName = dbAdvert.Account.LastName,
PhoneNumber = dbAdvert.Account.AccountPhoneNumbers.Select(x => x.PhoneNumber)
},
AdvertAddressDetails = new AdvertAddressDetails()
{
City = dbAdvert.AdvertAddressDetails.City,
Street = dbAdvert.AdvertAddressDetails.Street
},
AdvertImages = dbAdvert.AdvertImages.Select(x => new ImageInfo()
{
Name = x.Name,
Url = x.Url
}).ToList()
};
return(advert);
}
static void Main(string[] args)
{
String s;
while ((s = Console.ReadLine()) != "q")
{
Byte[] image = File.ReadAllBytes("pipe/" + s + ".jpg");
AdvertDetails advertDetails = new AdvertDetails(image);
Filter[] filters = { new CarDetector("classifiers/frontClassifier.xml", "classifiers/backClassifier.xml", "classifiers/sideClassifier.xml"), new ColourDetector(), new CoverageDetector() };
List<Filter> filterList = new List<Filter>(filters);
Pipe pipe = new Pipe(filterList, advertDetails);
advertDetails = pipe.flow();
Console.WriteLine(advertDetails.retrieveDetails());
String input = Console.ReadLine();
/*BlurDetector bd = new BlurDetector(0.5);
Image<Gray, Byte> image = new Image<Gray,byte>("EdgeTest/image.jpg");
ArrayList a = bd.getEdgedPixels(image);
float f = bd.calculateBlur(image.ToBitmap(), a);
Console.WriteLine("value: " + f);
Console.ReadLine(); */
}
}
/// <summary>
/// The constructor that creates the Pipe object
/// </summary>
/// <param name="_filters">A list of all the filters that this pipe must execute in their relevant order</param>
/// <param name="_advertDetails">The advertDetails object (which initially has no information) which is subsequently filled with information as each filter gets executed</param>
public Pipe(List<Filter> _filters, AdvertDetails _advertDetails)
{
filtersList = _filters;
advertDetails = _advertDetails;
}