| dataset_info: | |
| features: | |
| - name: image | |
| dtype: image | |
| - name: detailed_prompt | |
| dtype: string | |
| - name: control_seg | |
| dtype: image | |
| - name: seg_map | |
| sequence: | |
| sequence: uint8 | |
| - name: image_path | |
| dtype: string | |
| - name: prompt | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 11095603078.08 | |
| num_examples: 20210 | |
| - name: validation | |
| num_bytes: 1128604170.0 | |
| num_examples: 2000 | |
| download_size: 7044514076 | |
| dataset_size: 12224207248.08 | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: data/train-* | |
| - split: validation | |
| path: data/validation-* | |
| task_categories: | |
| - image-segmentation | |
| This dataset is used for training and evaluating conditional image generation models, as described in the paper [Ctrl-U: Robust Conditional Image Generation via Uncertainty-aware Reward Modeling](https://huggingface.co/papers/2410.11236). | |
| Project page: https://grenoble-zhang.github.io/Ctrl-U-Page/ |