public static void GetImages()
{
var client = AuthenticateService.AuthenticateImageClient();
// DbService.SaveToDatabase(null,null);
// make the search request to the Bing Image API, and get the results
var imageResults = client.Images.SearchAsync(query: searchTerm, count: 10000).Result; //search query
if (imageResults != null)
{
int i = 0;
foreach (var image in imageResults.Value)
{
using (WebClient webClient = new WebClient())
{
webClient.DownloadFileAsync(new Uri($"{image.ContentUrl}"), $@"C:\Users\User\Downloads\MIMOBOD-master\MIMOBOD-master\images\image{i}.{image.EncodingFormat}");
i++;
}
}
}
}
public static async Task DetectFaceExtract()
{
Console.WriteLine("========DETECT FACES========");
Console.WriteLine();
var client = AuthenticateService.AuthenticateFaceClient();
// Create a list of images
string[] filePaths = Directory.GetFiles(@"D:\Work\Mimobod\dir_001",
"*", SearchOption.AllDirectories);
foreach (var filePath in filePaths)
{
try
{
byte[] byteData = ParserService.GetImageAsByteArray(filePath);
using (var stream = new MemoryStream(byteData))
{
IList <DetectedFace> detectedFaces;
// Detect faces with all attributes from image url.
detectedFaces = await client.Face.DetectWithStreamAsync(stream,
returnFaceAttributes : new List <FaceAttributeType>
{
FaceAttributeType.Accessories, FaceAttributeType.Age,
FaceAttributeType.Emotion, FaceAttributeType.FacialHair,
FaceAttributeType.Gender, FaceAttributeType.Glasses, FaceAttributeType.Hair,
FaceAttributeType.Makeup, FaceAttributeType.Smile
});
Console.WriteLine($"{detectedFaces.Count} face(s) detected from image `{filePath}`.");
if (detectedFaces.Count > 0)
{
var imageIndsex = DbService.SaveImage(byteData);
// Parse and print all attributes of each detected face.
var faceNumber = 1;
foreach (var face in detectedFaces)
{
// Get accessories of the faces
List <Accessory> accessoriesList = (List <Accessory>)face.FaceAttributes.Accessories;
int count = face.FaceAttributes.Accessories.Count;
string accessory; string[] accessoryArray = new string[count];
if (count == 0)
{
accessory = "NoAccessories";
}
else
{
for (int i = 0; i < count; ++i)
{
accessoryArray[i] = accessoriesList[i].Type.ToString();
}
accessory = string.Join(",", accessoryArray);
}
// Get emotion on the face
string emotionType = string.Empty;
double emotionValue = 0.0;
Emotion emotion = face.FaceAttributes.Emotion;
if (emotion.Anger > emotionValue)
{
emotionValue = emotion.Anger; emotionType = "Anger";
}
if (emotion.Contempt > emotionValue)
{
emotionValue = emotion.Contempt; emotionType = "Contempt";
}
if (emotion.Disgust > emotionValue)
{
emotionValue = emotion.Disgust; emotionType = "Disgust";
}
if (emotion.Fear > emotionValue)
{
emotionValue = emotion.Fear; emotionType = "Fear";
}
if (emotion.Happiness > emotionValue)
{
emotionValue = emotion.Happiness; emotionType = "Happiness";
}
if (emotion.Neutral > emotionValue)
{
emotionValue = emotion.Neutral; emotionType = "Neutral";
}
if (emotion.Sadness > emotionValue)
{
emotionValue = emotion.Sadness; emotionType = "Sadness";
}
if (emotion.Surprise > emotionValue)
{
emotionType = "Surprise";
}
// Get more face attributes
var facialHair = string.Format("{0}", face.FaceAttributes.FacialHair.Moustache + face.FaceAttributes.FacialHair.Beard + face.FaceAttributes.FacialHair.Sideburns > 0 ? "Yes" : "No");
// Get hair color
Hair hair = face.FaceAttributes.Hair;
string color = null;
if (hair.HairColor.Count == 0)
{
if (hair.Invisible)
{
color = "Invisible";
}
else
{
color = "Bald";
}
}
HairColorType returnColor = HairColorType.Unknown;
double maxConfidence = 0.0f;
foreach (HairColor hairColor in hair.HairColor)
{
if (hairColor.Confidence <= maxConfidence)
{
continue;
}
maxConfidence = hairColor.Confidence; returnColor = hairColor.Color; color = returnColor.ToString();
}
DbService.SaveToDatabase(
imageIndsex,
accessory,
face.FaceAttributes.Age,
emotionType,
facialHair,
(int)face.FaceAttributes.Gender,
(int)face.FaceAttributes.Glasses,
color,
face.FaceAttributes.Smile,
faceNumber);
faceNumber++;
}
}
}
}
catch (Exception)
{
Console.WriteLine("----------------------------------------------------------");
}
}
}
