Autodesign Dataset
A dataset of room designs in different states: empty, with furniture, with shadows, and staged.
Dataset Structure
Total examples: 18814
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/autodesign-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()