ApplyDesign/bedroom-dataset

Autodesign Dataset

A dataset of room designs in different states: empty, with furniture, with shadows, and staged.

Dataset Structure

Total examples: 15471

Fields:

• id: Unique identifier for each example
• caption: Textual description/caption for the design
• empty_image: Image of the empty room
• furniture_image: Image of the room with furniture
• shadow_image: Image of the room with shadows
• staged_image: Image of the fully staged room

Usage Example

from datasets import load_dataset

# Load the dataset
dataset = load_dataset("ApplyDesign/bedroom-dataset" if args.upload and args.hf_username else "YOUR_USERNAME/autodesign-dataset")

# Access an example
example = dataset['train'][0]
print(example['caption'])

# Display an image
import matplotlib.pyplot as plt

plt.figure(figsize=(15, 10))

# Display all four image types
plt.subplot(2, 2, 1)
plt.imshow(example['empty_image'])
plt.title('Empty Room')
plt.axis('off')

plt.subplot(2, 2, 2)
plt.imshow(example['furniture_image'])
plt.title('With Furniture')
plt.axis('off')

plt.subplot(2, 2, 3)
plt.imshow(example['shadow_image'])
plt.title('With Shadows')
plt.axis('off')

plt.subplot(2, 2, 4)
plt.imshow(example['staged_image'])
plt.title('Fully Staged')
plt.axis('off')

plt.tight_layout()
plt.show()