Python script to convert RBG image dataset into Grayscale images using pillow

Question

I want to convert an image RGB dataset to Grayscale dataset using pillow . I want to write a script that takes in the dataset path and converts all images one by one into grayscale. At the end I want to save this script, and want to run this script on the server to avoid the copying of huge data to the server.

Answer 1

Probably this code would work for you?

Code:

import os
from PIL import Image
dir = '/content/pizza_steak/test/pizza'
for i in range(len(os.listdir(dir))):
    # directory where images are stored
    dir = '/content/pizza_steak/test/steak'

    # get the file name
    file_name = os.listdir(dir)[i]

    # creating a final path
    final_path = dir + '/' + file_name

    # convet and save the image
    Image.open(final_path).convert('L').save(f"/content/meow/gray{file_name}")

    # uncomment this is you want to delete the file
    # os.remove(final_path)