ryushinn's picture
Fix dataset card counts and provenance
c4a18b5 verified
metadata
dataset_info:
  features:
    - name: image
      dtype: image
    - name: bbox
      list: int32
      length: 4
    - name: facial_landmarks
      struct:
        - name: lefteye
          list: int32
          length: 2
        - name: righteye
          list: int32
          length: 2
        - name: nose
          list: int32
          length: 2
        - name: leftmouth
          list: int32
          length: 2
        - name: rightmouth
          list: int32
          length: 2
  splits:
    - name: train
      num_examples: 45843
    - name: test
      num_examples: 5561
    - name: validation
      num_examples: 5442
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: test
        path: data/test-*
      - split: validation
        path: data/validation-*

CelebA in-the-wild images, bounding boxes, and facial landmarks.

Images where the face covers less than 30% of the image area are filtered out, resulting in:

  • Train size: 45843
  • Validation size: 5442
  • Test size: 5561

Original dataset: https://mmlab.ie.cuhk.edu.hk/projects/CelebA.html

Processed directly from the original CelebA in-the-wild image IDs, bounding boxes, landmarks, and image-size metadata so image, bbox, and landmark rows stay aligned by image_id.