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Created page with "=== Step 1 - Remove pet food & Cosmetics === * AI: identify them, especially with ingredients, and move them to OBF, OPFF, OPF ** https://hunger.openfoodfacts.org/questions?ty..."
=== Step 1 - Remove pet food & Cosmetics ===
* AI: identify them, especially with ingredients, and move them to OBF, OPFF, OPF
** https://hunger.openfoodfacts.org/questions?type=category&value_tag=en%3Aopen-beauty-facts
** https://hunger.openfoodfacts.org/questions?type=category&value_tag=en%3Aopen-pet-food-facts
** https://hunger.openfoodfacts.org/questions?type=category&value_tag=en%3Aopen-products-facts

=== Step 2 - Fix ingredients stored in the wrong language ===
* AI: automatic image deselection & reselection
* AI: drastic cleanup of bad lists
* AI: Data quality facets about ingredients become errors
=== Step 3 - Fix errors of ingredients cutting ===
* Add more cutters in more languages
* Add more cutters in French
=== Step 4 - Fix errors with Bad OCRs ===
* Reprocess OCRs
* Perform spellcheck
=== Step 5 - Bad splitting into individual ingredients ===
* Add a multilingual no cut list of words like U.H.T Cat 1…
=== Step 6 - Bad ingredient properties recognition ===
* Processing, Origins, Other properties
=== Step 7 - Missing translations or synonyms ===
* Translate the taxonomies using LLM recipes
* Add synonyms
=== Step 8 - Truly untaxonomized ingredients ===
* Add those to the taxonomy
=== Step 9 - Missing or Bad CIQUAL associations ===
* Add CIQUAL matches
* Add matches from other Nutrition databases

=== Step 10 - Bad or insufficient categorization ===
* Identify problematic categories
* Play Hunger Games on problematic categories

=== Step 11 - Bad nutrition ===
* Clean nutrition

=== Step 12 - Additional data not the ingredient list ===
* Origins, -25% de sel, …

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