README.md

metadata

dataset_info:
  features:
    - name: image
      dtype: image
    - name: depth_map
      dtype: image
    - name: scene
      dtype: string
    - name: caption
      dtype: string
    - name: state
      dtype: string
  splits:
    - name: train
      num_bytes: 11835627985.25
      num_examples: 5550
  download_size: 12139477164
  dataset_size: 11835627985.25

A Dataset of Flash and Ambient Illumination Pairs from the Crowd

This is a version of the A Dataset of Flash and Ambient Illumination Pairs from the Crowd dataset equipped for training ControlNet using depth maps conditioning. The dataset includes 2775 pairs of flash light and ambient light images. It includes images of people, shelves, plants, toys, rooms and objects.

Captions were generated using the BLIP-2, Flan T5-xxl model. Depth maps were generated using the GLPN fine-tuned on NYUv2 model.

Examples

Disclaimer

I do not own any of this data.