---
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
dataset_info:
  features:
  - name: image
    dtype: image
  - name: index
    dtype: int64
  - name: group_id
    dtype: int64
  - name: entity_name
    dtype: string
  - name: question
    dtype: string
  splits:
  - name: train
    num_bytes: 20661695.0
    num_examples: 100
  download_size: 15429570
  dataset_size: 20661695.0
---

    # Product Information Dataset with Images: dataset_part_12
    This dataset contains information about various products including their images, group IDs, and specific attributes like height, width, and depth.
    ## Dataset Structure
    The dataset includes the following columns:
    - `image`: The product image
    - `index`: Index of the row
    - `group_id`: Identifier for the product group
    - `entity_name`: Name of the product attribute (e.g., height, width, depth)
    - `question`: Associated question about the entity
    ## Usage
    This dataset can be used for various product analysis tasks, image-based product recognition, or as a basis for e-commerce related machine learning projects.
    The images are included in the dataset and can be accessed directly.