snacks

Tasks:

Image Classification

License:

Dataset card Files Files and versions

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The dataset viewer is not available for this dataset.

Cannot get the config names for the dataset.

Error code:   ConfigNamesError
Exception:    RuntimeError
Message:      Dataset scripts are no longer supported, but found snacks.py
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/dataset/config_names.py", line 66, in compute_config_names_response
                  config_names = get_dataset_config_names(
                                 ^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 161, in get_dataset_config_names
                  dataset_module = dataset_module_factory(
                                   ^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 1031, in dataset_module_factory
                  raise e1 from None
                File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 989, in dataset_module_factory
                  raise RuntimeError(f"Dataset scripts are no longer supported, but found {filename}")
              RuntimeError: Dataset scripts are no longer supported, but found snacks.py

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Dataset Card for Snacks

Dataset Summary

This is a dataset of 20 different types of snack foods that accompanies the book Machine Learning by Tutorials.

The images were taken from the Google Open Images dataset, release 2017_11.

Dataset Structure

Number of images in the train/validation/test splits:

train    4838
val      955
test     952
total    6745

Total images in each category:

apple         350
banana        350
cake          349
candy         349
carrot        349
cookie        349
doughnut      350
grape         350
hot dog       350
ice cream     350
juice         350
muffin        348
orange        349
pineapple     340
popcorn       260
pretzel       204
salad         350
strawberry    348
waffle        350
watermelon    350

To save space in the download, the images were resized so that their smallest side is 256 pixels. All EXIF information was removed.

Data Splits

Train, Test, Validation

Licensing Information

Just like the images from Google Open Images, the snacks dataset is licensed under the terms of the Creative Commons license.

The images are listed as having a CC BY 2.0 license.

The annotations are licensed by Google Inc. under a CC BY 4.0 license.

The credits.csv file contains the original URL, author information and license for each image.

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