ikea_dataset_3.0 / README.md
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metadata
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

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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

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