public void Scale()
{
Texture2D source = Resources.Load <Sprite> ("image").texture;
Texture2D tmp = new Texture2D(1, 1);
tmp.LoadImage(source.EncodeToJPG());
int width = int.Parse(ScaleWidthInput.text);
int height = int.Parse(ScaleHeightInput.text);
tmp = CropScale.ScaleTexture(tmp, width, height);
ResultImage.sprite = Sprite.Create(tmp, new Rect(0f, 0f, tmp.width, tmp.height), new Vector2(0.5f, 0.5f));
}
//transforms.Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225]) for IMAGENET
Tensor ImageToTensor(Texture2D t)
{
var channelCount = 3;
Texture2D crop = CropScale.CropTexture(t, new Vector2(175, 175), CropOptions.CENTER, 0, 0);
//Custom Resize function
Texture2D resized_img = Resize(crop, 256, 256);
seeingImg.texture = resized_img;
//Custom CenterCrop function
//Texture2D center_crop_img = ResampleAndCrop(t, 256, 256);
var img_tensor = new Tensor(resized_img, channelCount);
//var n = CropPytorch(img_tensor, 256, 256);
//Custom Standarization mean=[0.3418, 0.3126, 0.3224], std=[0.1627, 0.1632, 0.1731
var std_tensor = StandardizeTensor(img_tensor, new double[] { 0.3418, 0.3126, 0.3224 }, new double[] { 0.1627, 0.1632, 0.1731 });
byte[] bytes = resized_img.EncodeToJPG();
if (Application.platform != RuntimePlatform.Android)
{
string filename = Application.dataPath + System.DateTime.Now.ToString("yyyy-MM-dd_HH-mm-ss") + ".jpg";
//File.WriteAllBytes(filename, bytes);
}
else
{
if (!PlayerPrefs.HasKey("PhotoSaved"))
{
PlayerPrefs.SetInt("PhotoSaved", 1);
}
else
{
PlayerPrefs.SetInt("PhotoSaved", PlayerPrefs.GetInt("PhotoSaved") + 1);
}
string filename = Application.persistentDataPath + PlayerPrefs.GetInt("PhotoSaved").ToString() + ".jpg";
File.WriteAllBytes(filename, bytes);
}
img_tensor.Dispose();
return(std_tensor);
}
public void Crop()
{
Texture2D source = Resources.Load <Sprite> ("image").texture;
Texture2D tmp = new Texture2D(1, 1);
tmp.LoadImage(source.EncodeToJPG());
CropOptions options = (CropOptions)_selectedCropOption;
int width = int.Parse(CropWidthInput.text);
int height = int.Parse(CropHeightInput.text);
int x = int.Parse(CropOffsetXInput.text);
int y = int.Parse(CropOffsetYInput.text);
tmp = CropScale.CropTexture(tmp, new Vector2(width, height), options, x, y);
ResultImage.sprite = Sprite.Create(tmp, new Rect(0f, 0f, tmp.width, tmp.height), new Vector2(0.5f, 0.5f));
}
public override int GetHashCode()
{
int hash = 1;
if (MinCropSize != 0)
{
hash ^= MinCropSize.GetHashCode();
}
if (CropMethod != 0)
{
hash ^= CropMethod.GetHashCode();
}
if (MeanB != 0F)
{
hash ^= MeanB.GetHashCode();
}
if (MeanG != 0F)
{
hash ^= MeanG.GetHashCode();
}
if (MeanR != 0F)
{
hash ^= MeanR.GetHashCode();
}
if (IsBgr != false)
{
hash ^= IsBgr.GetHashCode();
}
if (CropScale != 0F)
{
hash ^= CropScale.GetHashCode();
}
if (InputBlobName.Length != 0)
{
hash ^= InputBlobName.GetHashCode();
}
if (ImParamBlobName.Length != 0)
{
hash ^= ImParamBlobName.GetHashCode();
}
if (OutputBlobName.Length != 0)
{
hash ^= OutputBlobName.GetHashCode();
}
if (ModelName.Length != 0)
{
hash ^= ModelName.GetHashCode();
}
if (ModelType.Length != 0)
{
hash ^= ModelType.GetHashCode();
}
if (ProtoFile.Length != 0)
{
hash ^= ProtoFile.GetHashCode();
}
if (WeightFile.Length != 0)
{
hash ^= WeightFile.GetHashCode();
}
if (MaxBatchSize != 0)
{
hash ^= MaxBatchSize.GetHashCode();
}
return(hash);
}
