task_categories:text-to-image size_categories:1K<n<10K format:parquet modality:image modality:text library:datasets library:pandas library:mlcroissant library:polars region:us Stable Diffuser IKEA Interior Decoration dataset
---
dataset_info:
  features:
  - name: image
    dtype: image
  - name: desc
    dtype: string
  splits:
  - name: train
    num_bytes: 41936946.39
    num_examples: 2209
  - name: validation
    num_bytes: 1934070
    num_examples: 100
  - name: test
    num_bytes: 2077158
    num_examples: 100
  download_size: 41174240
  dataset_size: 45948174.39
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: validation
    path: data/validation-*
  - split: test
    path: data/test-*
tags:
- Stable Diffuser
- IKEA
- Interior Decoration dataset
size_categories:
- 10M<n<100M
task_categories:
- text-to-image
---

### Data Source
### --------------------------------------
##### Dataset was collected from IKEA.com website for the purpose of building the project. It consists of :

##### - 2193 object (product) photos.
##### - 298 context (room scene) photos in which those objects appear.
##### - Text descriptions for products.
##### - Ground truth information on which items appear in which rooms. We group together objects of the same category (chair, table, sofa, etc).

![dataset_description.png](https://cdn-uploads.huggingface.co/production/uploads/66099c847849278e1c69077e/8lIQ7-EWpnCb2twUg6658.png)

##### The unprocessed raw dataset can be found at : https://github.com/IvonaTau/ikea
