TO DO.txt

...
var tensor = TFTensor.CreateString(image); 
Where image is byte[] image 
 
...
Ok, Bitmap has a constructor that takes a Stream, so you can do the following:
1. Change the ImageInputData class to have a field called "Image" of type Bitmap.
2. Change the pipeline to start with ImageEstimatorsCatalog.Resize instead of ImageEstimatorsCatalog.LoadImages
3. When you get a MemoryStream like above, you write var input = new ImageInputData() { Image = new Bitmap(image) }; Then you pass it to the pipeline the same way you would pass the object containing the image path to the pipline you had before.


ERROR:
{System.ArgumentOutOfRangeException: Could not determine an IDataView type for member Image
Parameter name: rawType
   at Microsoft.ML.Runtime.Api.InternalSchemaDefinition.GetVectorAndKind(Type rawType, String name, Boolean& isVector, DataKind& kind)
   at Microsoft.ML.Runtime.Api.SchemaDefinition.Create(Type userType, Direction direction)
   at Microsoft.ML.Runtime.Api.DataViewConstructionUtils.CreateFromEnumerable[TRow](IHostEnvironment env, IEnumerable`1 data, SchemaDefinition schemaDefinition)
   at TensorFlowImageClassificationWebAPI.TensorFlowModelScorer.TFModelScorer.CreatePredictionFunction(Byte[] imageData) in D:\GitRepos\TensorFlowImageClassificationWebAPI\TensorFlowImageClassificationWebAPI\TensorFlowImageClassificationWebAPI\TensorFlowModelScorer\TFModelScorer.cs:line 63}
 
 
RELATED URLs:

JS Form:
Check MVC web app eShopOnContainersAI for submit
https://stackoverflow.com/questions/38834517/javascript-fetch-not-getting-a-response
https://stackoverflow.com/questions/47267221/fetch-response-json-and-response-status

File Uploads:
https://www.codeproject.com/Articles/1256591/Upload-Image-to-NET-Core-2-1-API
https://docs.microsoft.com/en-us/aspnet/core/mvc/models/file-uploads?view=aspnetcore-2.1




CONVERTING to BitMap:
UPDATE: keep in mind that according to the documentation, and the source code I've been reading through, an ArgumentException will be thrown on these conditions:

stream does not contain image data or is null.
-or-
stream contains a PNG image file with a single dimension greater than 65,535 pixels.