| # 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 | |
| ```python | |
| 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() | |
| ``` | |