colored-shapes / README.md
sdtemple's picture
Update README.md
df1d306 verified
metadata
dataset_info:
  features:
    - name: image
      dtype: image
    - name: color
      dtype:
        class_label:
          names:
            '0': black
            '1': blue
            '2': cyan
            '3': green
            '4': purple
            '5': red
            '6': white
            '7': yellow
    - name: shape
      dtype:
        class_label:
          names:
            '0': circle
            '1': diamond
            '2': rectangle
            '3': triangle
  splits:
    - name: train
      num_bytes: 95525474
      num_examples: 640
  download_size: 95526422
  dataset_size: 95525474
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
license: mit
task_categories:
  - image-classification
language:
  - en
tags:
  - tutorial
size_categories:
  - 10M<n<100M
sources:
  - url: https://github.com/sdtemple/zootopia3
    name: Simulation Script Source

This dataset is generated as a part of a tutorial on fitting PyTorch models. The tutorial is at github.com/sdtemple/zootopia3.

You can generate your own data with answers/simulation-exercise.ipynb at the repo.

Treat this as held-out test data, with 20 examples for each shape (4) and color (8) combo.