void AiliaInit()
{
// Create Ailia
ailiaModel = CreateAiliaNet(imageSegmentaionModels, gpu_mode);
// Load sample image
LoadImage(imageSegmentaionModels, AiliaImageSource);
}
void AiliaInit()
{
// Create Ailia
ailiaModelVgg = new AiliaModel();
ailiaModelDecoder = new AiliaModel();
CreateAdainNet(ailiaModelVgg, ailiaModelDecoder, gpu_mode);
// Load sample image
ContentImageSource = gameObject.AddComponent <AiliaImageSource>();
StyleImageSource = gameObject.AddComponent <AiliaImageSource>();
ContentImageSource.CreateSource("file://" + Application.dataPath + "/AXIP/AILIA-MODELS/Adain/SampleImage/cornell.jpg");
StyleImageSource.CreateSource("file://" + Application.dataPath + "/AXIP/AILIA-MODELS/Adain/SampleImage/woman_with_hat_matisse.jpg");
}
void AiliaInit()
{
// Create Ailia
ailiaModelWC = new AiliaModel();
ailiaModelBM = new AiliaModel();
CreateDewarpNet(ailiaModelWC, ailiaModelBM, gpu_mode);
// Load sample image
AiliaImageSource = gameObject.GetComponent <AiliaImageSource>();
if (AiliaImageSource == null)
{
AiliaImageSource = gameObject.AddComponent <AiliaImageSource>();
}
AiliaImageSource.CreateSource("file://" + Application.dataPath + "/AXIP/AILIA-MODELS/ImageDeformation/SampleImage/dewarpnet_test.png");
}
// Download models and Create ailiaModel
void CreateAdainNet(AiliaModel ailiaModelVgg, AiliaModel ailiaModelDecoder, bool gpu_mode = true)
{
string asset_path = Application.temporaryCachePath;
string serverFolderName = "adain";
if (gpu_mode)
{
// call before OpenFile
ailiaModelVgg.Environment(Ailia.AILIA_ENVIRONMENT_TYPE_GPU);
ailiaModelDecoder.Environment(Ailia.AILIA_ENVIRONMENT_TYPE_GPU);
}
AiliaDownload ailia_download = new AiliaDownload();
ailia_download.DownloaderProgressPanel = UICanvas.transform.Find("DownloaderProgressPanel").gameObject;
var urlList = new List <ModelDownloadURL>();
urlList.Add(new ModelDownloadURL()
{
folder_path = serverFolderName, file_name = "adain-vgg.onnx.prototxt"
});
urlList.Add(new ModelDownloadURL()
{
folder_path = serverFolderName, file_name = "adain-vgg.onnx"
});
urlList.Add(new ModelDownloadURL()
{
folder_path = serverFolderName, file_name = "adain-decoder.onnx.prototxt"
});
urlList.Add(new ModelDownloadURL()
{
folder_path = serverFolderName, file_name = "adain-decoder.onnx"
});
StartCoroutine(ailia_download.DownloadWithProgressFromURL(urlList, () =>
{
modelPrepared = ailiaModelVgg.OpenFile(asset_path + "/adain-vgg.onnx.prototxt", asset_path + "/adain-vgg.onnx") &
ailiaModelDecoder.OpenFile(asset_path + "/adain-decoder.onnx.prototxt", asset_path + "/adain-decoder.onnx");
}));
}
// Download models and Create ailiaModel
AiliaModel CreateAiliaNet(ImageSegmentaionModels modelType, bool gpu_mode = true)
{
string asset_path = Application.temporaryCachePath;
string serverFolderName = "";
string prototxtName = "";
string onnxName = "";
switch (modelType)
{
case ImageSegmentaionModels.HRNetV2_W18_Small_v2:
serverFolderName = "hrnet";
prototxtName = "HRNetV2-W18-Small-v2.onnx.prototxt";
onnxName = "HRNetV2-W18-Small-v2.onnx";
break;
case ImageSegmentaionModels.HRNetV2_W18_Small_v1:
serverFolderName = "hrnet";
prototxtName = "HRNetV2-W18-Small-v1.onnx.prototxt";
onnxName = "HRNetV2-W18-Small-v1.onnx";
break;
case ImageSegmentaionModels.HRNetV2_W48:
serverFolderName = "hrnet";
prototxtName = "HRNetV2-W48.onnx.prototxt";
onnxName = "HRNetV2-W48.onnx";
break;
case ImageSegmentaionModels.hair_segmentation:
serverFolderName = "hair_segmentation";
prototxtName = "hair_segmentation.opt.onnx.prototxt";
onnxName = "hair_segmentation.opt.onnx";
break;
case ImageSegmentaionModels.pspnet_hair_segmentation:
serverFolderName = "pspnet-hair-segmentation";
prototxtName = "pspnet-hair-segmentation.onnx.prototxt";
onnxName = "pspnet-hair-segmentation.onnx";
break;
case ImageSegmentaionModels.deeplabv3:
serverFolderName = "deeplabv3";
prototxtName = "deeplabv3.opt.onnx.prototxt";
onnxName = "deeplabv3.opt.onnx";
break;
}
ailiaModel = new AiliaModel();
if (gpu_mode)
{
// call before OpenFile
ailiaModel.Environment(Ailia.AILIA_ENVIRONMENT_TYPE_GPU);
}
AiliaDownload ailia_download = new AiliaDownload();
ailia_download.DownloaderProgressPanel = UICanvas.transform.Find("DownloaderProgressPanel").gameObject;
var urlList = new List <ModelDownloadURL>();
urlList.Add(new ModelDownloadURL()
{
folder_path = serverFolderName, file_name = prototxtName
});
urlList.Add(new ModelDownloadURL()
{
folder_path = serverFolderName, file_name = onnxName
});
StartCoroutine(ailia_download.DownloadWithProgressFromURL(urlList, () =>
{
modelPrepared = ailiaModel.OpenFile(asset_path + "/" + prototxtName, asset_path + "/" + onnxName);
}));
return(ailiaModel);
}
// Download models and Create ailiaModel
AiliaModel CreateAiliaNet(ImageManipulationModels modelType, bool gpu_mode = true)
{
string asset_path = Application.temporaryCachePath;
string serverFolderName = "";
string prototxtName = "";
string onnxName = "";
switch (modelType)
{
case ImageManipulationModels.SRResNet:
serverFolderName = "srresnet";
prototxtName = "srresnet.opt.onnx.prototxt";
onnxName = "srresnet.opt.onnx";
break;
case ImageManipulationModels.Noise2Noise:
serverFolderName = "noise2noise";
prototxtName = "noise2noise_gaussian.onnx.prototxt";
onnxName = "noise2noise_gaussian.onnx";
break;
case ImageManipulationModels.IlluminationCorrection:
serverFolderName = "illnet";
prototxtName = "illnet.onnx.prototxt";
onnxName = "illnet.onnx";
break;
case ImageManipulationModels.Colorization:
serverFolderName = "colorization";
prototxtName = "colorizer.onnx.prototxt";
onnxName = "colorizer.onnx";
break;
}
ailiaModel = new AiliaModel();
if (gpu_mode)
{
// call before OpenFile
ailiaModel.Environment(Ailia.AILIA_ENVIRONMENT_TYPE_GPU);
}
AiliaDownload ailia_download = new AiliaDownload();
ailia_download.DownloaderProgressPanel = UICanvas.transform.Find("DownloaderProgressPanel").gameObject;
var urlList = new List <ModelDownloadURL>();
urlList.Add(new ModelDownloadURL()
{
folder_path = serverFolderName, file_name = prototxtName
});
urlList.Add(new ModelDownloadURL()
{
folder_path = serverFolderName, file_name = onnxName
});
StartCoroutine(ailia_download.DownloadWithProgressFromURL(urlList, () =>
{
modelPrepared = ailiaModel.OpenFile(asset_path + "/" + prototxtName, asset_path + "/" + onnxName);
}));
return(ailiaModel);
}