nnboru / iihc Goto Github PK

Download code and data of Holstein cattle from "https://github.com/ameybhole77/IIHC"

Upload data to matlab workspace. (matlab online in my case)

Run "BatchPreprocessing.m" program in matlab

• replace ';' with ':' in the code
• Sample folders will be created with 4 images - 2 segMasks and 2 segRGB images

Download this segmented data from matlab workspace into folder "Images_segmented".

Run "mypaint.py" program -

• This will read images from folder "Images_segmented".
• Then it will do inpainting and then resizing to (256*256)
• Next it will create a new folder "Images_inpaint_resized" contaning all output images.

Run "my_image_to_numpy.py" program -

• This will read images from folder "Images_inpaint_resized".
• Then it will split data into training and testing
• Then it will create a new folder "Images_numpy" storing data in numpy format.
• It will output shape of the numpy arrays. See screenshot - "ss_shape-of-training-testing.png"