static void Main(string[] args)
{
CloudFileShare share = AzureStorageHelpers.Setup();
// Change the name of the project here
string projectName = "Project-test";
// Change the name of the model here
string modelName = "testModel";
// Change the location of the Resources folder here (relative to the executable)
string resourcesFolder = "../../../Resources/";
// If you have already created the project, change to false
bool newProject = true;
// If you have already published the project, change to false
bool publishProject = true;
// Upload mode for training can either be file or url
string uploadModeTrain = "file";
// Upload mode for prediction can either be file or url
string uploadModePredict = "file";
string tagsFile = "tags.csv";
string datasetFile = "dataset.csv";
string testImagesFolder = "testImages";
// Change the URLs to test here
List <string> testImages = new List <string>()
{
"https://i.imgur.com/RuN1ETS.jpg", "https://i.imgur.com/uTAGS71.jpg", "https://i.imgur.com/zjhD9ot.jpg", "https://i.imgur.com/LpJFxdB.jpg"
};
Training.TrainingPipeline(projectName, modelName, resourcesFolder, tagsFile, datasetFile, newProject, publishProject, uploadModeTrain, share).Wait();
Project project = Training.GetProject(projectName);
Prediction.PredictionPipeline(project.Id, modelName, resourcesFolder, testImagesFolder, uploadModePredict, testImages).Wait();
Console.ReadLine();
}
private static async Task <Img> GetImageFromURL(Project project, ICsvLine line, CloudFileShare share)
{
Img img = new Img();
string url = "";
string tags = "";
try
{
url = line["sourcefile"];
img.url = AzureStorageHelpers.GetFileURL(url, share);
tags = line["tags"];
}
catch (Exception e)
{
Console.WriteLine($"\n{e.GetType().Name}: Could not get source file name and tags from csv file.");
throw;
}
string[] tagsList = tags.Split(',');
foreach (string t in tagsList)
{
try
{
Tag tag = await GetTag(project, t);
img.tags.Add(tag);
}
catch (Exception e)
{
Console.WriteLine($"\n{e.GetType().Name}: Could not get tag from project.");
throw;
}
}
return(img);
}