Convert data set to CSV with custom resize #90
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This code creates a CSV format of data set with resized images of your defined size (Height, Width) We got labels for every image from metadata and in new created dataset, first attribute defines the label label == 1 defines COVID-19 and Label == 0 defines all others Since Excel contains XFD as last column and XFD equals 16384. Thus we have to look for the resized height and width In this example we took 40 x 40 with 3 channels making total row size (40x40x3)+1 +1 is added because label is stored as first attribute of image
| # Plot the first image from the input dataset to be sure that data is correctly transformed | ||
| #============================================================ | ||
| # Take a single image, and remove the color dimension by reshaping | ||
| imgSize = Height*Width*3 + 1 #We used first element as label |
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All your code is perfectly clean and this small line is making noise to it.
img_size = Height*Width*3 + 1 #We used first element as label
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This code creates a CSV format of data set with resized images of your defined size (Height, Width)
We got labels for every image from metadata and in new created dataset, first attribute defines the label
label == 1 defines COVID-19 and Label == 0 defines all others
Since Excel contains XFD as last column and XFD equals 16384. Thus we have to look for the resized height and width
In this example we took 40 x 40 with 3 channels making total row size (40x40x3)+1 +1 is added because label is stored as first attribute of image