haydarkadioglu/color_gray_image_dataset

My Image Dataset

This dataset contains images in color and grayscale versions, organized into separate folders.

Dataset Structure Preview

• color/: Original color images.
• gray_scale/: Grayscale versions of the images.
  All images are in .jpg format and sequentially numbered (1.jpg, 2.jpg, ...).

Sample Preview

Below is a preview of the dataset with 8 images (4 color on top row, 4 grayscale on bottom row):

Loading Dataset from Hugging Face

You can load this dataset directly from Hugging Face using the datasets library:

from datasets import load_dataset
from PIL import Image
import os

# Load the dataset
dataset = load_dataset("haydarkadioglu/color_gray_image_dataset")

# Access color images
color_images = dataset['train']['color']  # assuming 'train' split exists
gray_images = dataset['train']['gray_scale']

# Example: display the first color image
img_path = color_images[0]
img = Image.open(img_path)
img.show()

Note: If the dataset has only one split, replace 'train' with the appropriate split name.

Usage Example (Local)

from PIL import Image

# Load a color image locally
img_path = "dataset/color/1.jpg"
img = Image.open(img_path)
img.show()

# Load a grayscale image locally
gray_path = "dataset/gray_scale/1.jpg"
gray_img = Image.open(gray_path)
gray_img.show()