Jump to content

Artificial Intelligence: Difference between revisions

no edit summary
m (β†’β€ŽRobotoff: Update Robotoff documentation URL)
No edit summary
Line 15: Line 15:


All machine learning models used in production are stored on Github as releases, in the [https://github.com/openfoodfacts/robotoff-models/releases robotoff-models] repository.
All machine learning models used in production are stored on Github as releases, in the [https://github.com/openfoodfacts/robotoff-models/releases robotoff-models] repository.
Issues opened in [https://github.com/openfoodfacts/robotoff/issues Robotoff repository] are only related to Robotoff codebase improvements and bug tracking. To discuss machine learning projects or tasks, use the [https://github.com/openfoodfacts/openfoodfacts-ai/issues openfoodfacts-ai issue tracker]. We also store research code in the openfoodfacts-ai repository.


== Hunger Games ==
== Hunger Games ==
Hunger Games is our collaborative and playful annotation engine. It allows you to annotate in bulk logos and labels, to mass complete nutrition tables and ingredient lists, and to answer Robotoff questions in vast numbers.
Hunger Games is our collaborative and playful annotation engine. It allows you to annotate in bulk logos and labels, to mass complete nutrition tables and ingredient lists, and to answer Robotoff questions in vast numbers.
== Models ==
A list of our AI projects (current and future) can be found on Github: [https://github.com/openfoodfacts/openfoodfacts-ai/issues openfoodfacts-ai].
=== Nutri-Score prediction ===
Our classic model that's able to predict the letter of the Nutri-Score on the packaging is soon to be obsoleted by our more generic logo detection model.
=== Category prediction ===
=== Logos and labels detection ===
=== Nutrition facts table data extraction ===
The [[Nutrition facts table data extraction]] project aims to automatically extract the nutrition facts values from photos of nutrition facts table.
=== Ingredients spellchecking and correction ===


= How to contribute? =
= How to contribute? =
Line 43: Line 28:


Most of our discussions happen on Slack.
Most of our discussions happen on Slack.
Depending on your interests, you can join the following channels:
Depending on your interests, you can join the following channels: #robotoff and #hunger-games (robotoff and hunger games channels respectively).
* #robotoff and #hunger-games (robotoff and hunger games channels respectively)
Β 
* #ai-machinelearning (generic machine learning discussions)
You're also welcome to join the Robotoff weekly e-meeting that takes place every Tuesday at 11am CET (Paris time): https://meet.google.com/qvv-grzm-gzb
* #ai-logo-detection, #ai-imagerecognition, #ai-computervision, #spellcheck