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PromptedArtistIdentificationDataset

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PromptedArtistIdentificationDataset / README.md
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metadata
tags:
  - image
  - text
extra_gated_heading: >-
  You must agree to use this dataset soley for research and non-commercial
  purposes.
license: cc-by-nc-4.0
configs:
  - config_name: sample_sdxl_complex
    data_files:
      - split: train
        path: sample_datasets/dataset_sample_sdxl_complex/train_imgs.csv
      - split: test_artist
        path: sample_datasets/dataset_sample_sdxl_complex/test_artist_imgs.csv
      - split: test_all_unseen_support
        path: >-
          sample_datasets/dataset_sample_sdxl_complex/test_all_unseen_support_imgs.csv
      - split: test_all_unseen_query
        path: >-
          sample_datasets/dataset_sample_sdxl_complex/test_all_unseen_query_imgs.csv
  - config_name: sample_sdxl_simple
    data_files:
      - split: train
        path: sample_datasets/dataset_sample_sdxl_simple/train_imgs.csv
      - split: test_artist
        path: sample_datasets/dataset_sample_sdxl_simple/test_artist_imgs.csv
      - split: test_all_unseen_support
        path: >-
          sample_datasets/dataset_sample_sdxl_simple/test_all_unseen_support_imgs.csv
      - split: test_all_unseen_query
        path: >-
          sample_datasets/dataset_sample_sdxl_simple/test_all_unseen_query_imgs.csv
  - config_name: all_sample_sdxl
    data_files:
      - split: train
        path: sample_datasets/dataset_all_sample_sdxl/train_imgs.csv
      - split: test_artist
        path: sample_datasets/dataset_all_sample_sdxl/test_artist_imgs.csv
      - split: test_all_unseen_support
        path: >-
          sample_datasets/dataset_all_sample_sdxl/test_all_unseen_support_imgs.csv
      - split: test_all_unseen_query
        path: sample_datasets/dataset_all_sample_sdxl/test_all_unseen_query_imgs.csv
  - config_name: sdxl_complex
    default: true
    data_files:
      - split: train
        path: dataset_sdxl_complex/train_imgs.csv
      - split: test_artist
        path: dataset_sdxl_complex/test_artist_imgs.csv
      - split: test_all_unseen_support
        path: dataset_sdxl_complex/test_all_unseen_support_imgs.csv
      - split: test_all_unseen_query
        path: dataset_sdxl_complex/test_all_unseen_query_imgs.csv
  - config_name: sdxl_simple
    data_files:
      - split: train
        path: dataset_sdxl_simple/train_imgs.csv
      - split: test_artist
        path: dataset_sdxl_simple/test_artist_imgs.csv
      - split: test_all_unseen_support
        path: dataset_sdxl_simple/test_all_unseen_support_imgs.csv
      - split: test_all_unseen_query
        path: dataset_sdxl_simple/test_all_unseen_query_imgs.csv
  - config_name: sd15_complex
    data_files:
      - split: train
        path: dataset_sd15_complex/train_imgs.csv
      - split: test_artist
        path: dataset_sd15_complex/test_artist_imgs.csv
      - split: test_all_unseen_support
        path: dataset_sd15_complex/test_all_unseen_support_imgs.csv
      - split: test_all_unseen_query
        path: dataset_sd15_complex/test_all_unseen_query_imgs.csv
  - config_name: sd15_simple
    data_files:
      - split: train
        path: dataset_sd15_simple/train_imgs.csv
      - split: test_artist
        path: dataset_sd15_simple/test_artist_imgs.csv
      - split: test_all_unseen_support
        path: dataset_sd15_simple/test_all_unseen_support_imgs.csv
      - split: test_all_unseen_query
        path: dataset_sd15_simple/test_all_unseen_query_imgs.csv
  - config_name: pixart_complex
    data_files:
      - split: train
        path: dataset_pixart_complex/train_imgs.csv
      - split: test_artist
        path: dataset_pixart_complex/test_artist_imgs.csv
      - split: test_all_unseen_support
        path: dataset_pixart_complex/test_all_unseen_support_imgs.csv
      - split: test_all_unseen_query
        path: dataset_pixart_complex/test_all_unseen_query_imgs.csv
  - config_name: pixart_simple
    data_files:
      - split: train
        path: dataset_pixart_simple/train_imgs.csv
      - split: test_artist
        path: dataset_pixart_simple/test_artist_imgs.csv
      - split: test_all_unseen_support
        path: dataset_pixart_simple/test_all_unseen_support_imgs.csv
      - split: test_all_unseen_query
        path: dataset_pixart_simple/test_all_unseen_query_imgs.csv
  - config_name: journeydb
    data_files:
      - split: train
        path: dataset_journeydb/train_imgs.csv
      - split: test_artist
        path: dataset_journeydb/test_artist_imgs.csv
      - split: test_all_unseen_support
        path: dataset_journeydb/test_all_unseen_support_imgs.csv
      - split: test_all_unseen_query
        path: dataset_journeydb/test_all_unseen_query_imgs.csv
  - config_name: laion
    data_files:
      - split: train
        path: dataset_laion/train_imgs.csv
      - split: test_artist
        path: dataset_laion/test_artist_imgs.csv
      - split: test_all_unseen_support
        path: dataset_laion/test_all_unseen_support_imgs.csv
      - split: test_all_unseen_query
        path: dataset_laion/test_all_unseen_query_imgs.csv
      - split: test_source_real_artist
        path: dataset_laion/test_source_real_artist_imgs.csv
  - config_name: laion_for_journeydb
    data_files:
      - split: train
        path: dataset_laion_for_journeydb/train_imgs.csv
      - split: test_source_real_artist
        path: dataset_laion_for_journeydb/test_source_real_artist_imgs.csv
  - config_name: 2artist_sdxl_complex
    data_files:
      - split: train
        path: dataset_2artist_sdxl_complex/train_imgs.csv
      - split: test_artist
        path: dataset_2artist_sdxl_complex/test_artist_imgs.csv
      - split: test_all_unseen_support
        path: dataset_2artist_sdxl_complex/test_all_unseen_support_imgs.csv
      - split: test_all_unseen_query
        path: dataset_2artist_sdxl_complex/test_all_unseen_query_imgs.csv
  - config_name: 2artist_sdxl_simple
    data_files:
      - split: train
        path: dataset_2artist_sdxl_simple/train_imgs.csv
      - split: test_artist
        path: dataset_2artist_sdxl_simple/test_artist_imgs.csv
      - split: test_all_unseen_support
        path: dataset_2artist_sdxl_simple/test_all_unseen_support_imgs.csv
      - split: test_all_unseen_query
        path: dataset_2artist_sdxl_simple/test_all_unseen_query_imgs.csv
  - config_name: 3artist_sdxl_complex
    data_files:
      - split: train
        path: dataset_3artist_sdxl_complex/train_imgs.csv
      - split: test_artist
        path: dataset_3artist_sdxl_complex/test_artist_imgs.csv
      - split: test_all_unseen_support
        path: dataset_3artist_sdxl_complex/test_all_unseen_support_imgs.csv
      - split: test_all_unseen_query
        path: dataset_3artist_sdxl_complex/test_all_unseen_query_imgs.csv
  - config_name: 3artist_sdxl_simple
    data_files:
      - split: train
        path: dataset_3artist_sdxl_simple/train_imgs.csv
      - split: test_artist
        path: dataset_3artist_sdxl_simple/test_artist_imgs.csv
      - split: test_all_unseen_support
        path: dataset_3artist_sdxl_simple/test_all_unseen_support_imgs.csv
      - split: test_all_unseen_query
        path: dataset_3artist_sdxl_simple/test_all_unseen_query_imgs.csv
  - config_name: all_single_artist
    data_files:
      - split: train
        path: dataset_all_single_artist/train_imgs.csv
      - split: test_artist
        path: dataset_all_single_artist/test_artist_imgs.csv
      - split: test_all_unseen_support
        path: dataset_all_single_artist/test_all_unseen_support_imgs.csv
      - split: test_all_unseen_query
        path: dataset_all_single_artist/test_all_unseen_query_imgs.csv
  - config_name: all_multi_artist
    data_files:
      - split: train
        path: dataset_all_multi_artist/train_imgs.csv
      - split: test_artist
        path: dataset_all_multi_artist/test_artist_imgs.csv
      - split: test_all_unseen_support
        path: dataset_all_multi_artist/test_all_unseen_support_imgs.csv
      - split: test_all_unseen_query
        path: dataset_all_multi_artist/test_all_unseen_query_imgs.csv

Prompted Artist Identification Dataset

Work in progress