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Real-time and batch prediction service for Open Food Facts

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On product opener side We now move obsolete products to their own collection (see https://github.com/openfoodfacts/openfoodfacts-server/pull/8277) So on robotoff side, when we look for a product in mongodb we should check...

πŸ› bug
🎯 P1
obsolete products

### What - Tests are failing because of the LFS limit

πŸ› bug
GitHub Actions

Reintroduce Dependabot for just GitHub Actions ``` version: 2 updates: - package-ecosystem: "pip" directory: "/" # Location of package manifests schedule: interval: "monthly" commit-message: prefix: "chore" include: "scope" open-pull-requests-limit: 30...

✨ enhancement
dependencies

### Problem On production we have a lot of data but very few in stagging, because there are very few product addition. For productopener we copy data from production (in...

✨ enhancement
staging

### What ```[tasklist] ### OCR/Regex based detections - Tasks - [ ] #249 - [ ] #234 - [ ] #143 - [x] #78 - [ ] #64 - [...

regex-based detection

### General - [ ] https://github.com/openfoodfacts/openfoodfacts-ai/issues/8 - [ ] [Detection of nutritional table image](https://docs.google.com/document/d/1WgIxe5e9_p02bTLzQYI3SVWGRkarTH4_w8Tyx9RQU88/edit#heading=h.7qg7yia69ttv) - [ ] [Extraction of nutritional information from nutritional tables](https://docs.google.com/document/d/1ElWLLvHlWFbuTK1Frk-ejo6yeAWJy5KfPRTCXrc0WwI/edit) - [ ] [Extraction of nutritional...

nutrition prediction

We introduced a lot of new APIΒ in last release but forgot to document them. Add new API documentation in doc/reference/api.md

🎯 P1
πŸ“š Documentation

I noticed that [revision 29](https://de.openfoodfacts.org/produkt/4311501634684/leo-crisp-gut-gunstig?rev=29), robotoff added the expiration date `14/06/2019`. In the [JSON file](https://de.openfoodfacts.org/images/products/431/150/163/4684/11.json) for my uploaded picture, the date is written as `14.06.2019` (dd.mm.yyyy). Clearly, there's some kind...

best-before-dates
regex-based detection
does not require ML knowledge
osd'22

If I look at indexes on product_insight table and prediction table, I'm not sure all indexes are useful. Some of them might be more efficient as composite indexes. Moreover those...

✨ enhancement
fixed ?
performance

Some labels are incompatible with each other (eg: `eu agriculture` and `en/non-eu agriculture`). Before the insight import, we should check that the insight is not incompatible with what we know...

category prediction
labels prediction
🚦 Nutri-Score model