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Datasets:
backaad
/
african-food-calories-data

Languages:
English
French
Size:
n<1K
Tags:
food
africa
nutrition
data-provenance
License:
Dataset card Files
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The dataset viewer is not available for this subset.
Cannot get the split names for the config 'default' of the dataset.
Exception:    SplitsNotFoundError
Message:      The split names could not be parsed from the dataset config.
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 286, in get_dataset_config_info
                  for split_generator in builder._split_generators(
                                         ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      StreamingDownloadManager(base_path=builder.base_path, download_config=download_config)
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/harbor/harbor.py", line 171, in _split_generators
                  raise DataFilesNotFoundError("No task.toml or instruction.md files found")
              datasets.exceptions.DataFilesNotFoundError: No task.toml or instruction.md files found
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 68, in compute_split_names_from_streaming_response
                  for split in get_dataset_split_names(
                               ~~~~~~~~~~~~~~~~~~~~~~~^
                      path=dataset,
                      ^^^^^^^^^^^^^
                      config_name=config,
                      ^^^^^^^^^^^^^^^^^^^
                      token=hf_token,
                      ^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 340, in get_dataset_split_names
                  info = get_dataset_config_info(
                      path,
                  ...<6 lines>...
                      **config_kwargs,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 291, in get_dataset_config_info
                  raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
              datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

African Food Calories: data sources and nutrition

This repository contains no image. It describes the data behind the African Food Calories app and model (backaad/african-food-calories): where every training image comes from, under which licence, and how the calories of each dish are estimated.

File Content
sources.yaml Every image source considered, its licence, authors to credit, and the decision (approved, training only, excluded...) with its reason
ATTRIBUTION.csv Author and licence of each Wikimedia Commons photo used for training
data-inventory.md Number of usable images per dish and source
dishes.yaml The 44 dishes, their names in English and French, countries
nutrition_recipes.yaml Standard recipe of each dish: grams of each WAFCT 2019 food per 100 g
nutrition_dishes.json Energy, protein, fat, carbohydrate, fibre per 100 g and per portion, as low / typical / high
nutrition-method.md How the values are computed, and their limits
LICENSES.md Licence of each file and of each source

The images can be downloaded again from their sources with the scripts in data/. CamerFood10 is used for training only and is never redistributed.

Nutrition values are estimates to be validated by a nutritionist. They are not medical advice.
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Models trained or fine-tuned on backaad/african-food-calories-data