load depth images to an NDArray

[JoeHRIsaac]

I'm using the NumSharp Lite version along with Tensorflow.NET. I would like to get a set of images in an NDArray and the feed to Tensorflow. Since I am using netstandard 2.0, I can't use system.drawing.common as it shows an error. I need to read the file and make it to an NDArray without using Bitmap (I tried adding the necessary libraries but it messes up the dependencies of TensorFlow)

The images are depth images which are 640 x 480 and 16bit I have this much so far:

string[] files = Directory.GetFiles("H:/Documents/Datasets/BigHand/Subject_1/1_75/", "*.png");
NDArray traindata = new NDArray(np.float32, new Shape(new int[] { files.Length, 480, 640 }));
foreach (var file in files)
{
    NDArray image = load(Path.Combine("H:/Documents/Datasets/BigHand/Subject_1/1_75/", file)) //Need this function
    traindata.append(image)
}

[Oceania2018]

@JoeHRIsaac Please use SharpCV to address it.