output for augmentation results

Size = net.Layers(1).InputSize(1:2);

Resized_Training_image = augmentedImageDatastore(Input_Layer_Size, Training_image, 'ColorPreprocessing','gray2rgb');

figure

imshow(Resized_Training_image)

%% I want to see what is the effect after using augmentation but I can't see the images & it's properties. But getting the error.

imshow(Resized_Training_image)

Unrecognized function or variable 'Resized_Training_image'.

Answer 1

[Sahil Jain]

Hi Arijit. To augment a single image and view the output, you can use the code snippet as shown below. You can change the "Training_image" and "Input_Layer_Size" variables to suit your use case

Training_image = imread("image.jpg");
Input_Layer_Size = [200, 200, 3];
Resized_Training_image = augmentedImageDatastore(Input_Layer_Size, Training_image, 'ColorPreprocessing','gray2rgb');
resized_image = read(Resized_Training_image);
imshow(cell2mat(resized_image{1,1}));