Real-time and batch prediction service for Openfoodfacts
Project description
Robotoff
Robotoff is a service managing potential Open Food Facts updates (also known as insights). These insights include a growing set of facts, including:
- the product category, weight, brand, packager codes and expiration date
- some of its labels
- abusive pictures (selfies)
- rotated pictures
- ingredient spellchecking
Robotoff provides an API to:
- import a batch of insights in JSONL format
- Fetch insights
- Annotate an insight (accept or reject) and send the update to Openfoodfacts if the insight was accepted
Once generated, the insights can be applied automatically, or after a manual validation if needs be. A scheduler takes care of regularly marking insights for automatic annotation and for sending the update to Openfoodfacts.
The API documentation describes the API endpoints.
Installation
Robotoff is made of an API web server, a scheduler, a pool of asynchronous workers and a an Elasticsearch server.
All these services are available as docker images. A docker-compose.yml file is used for service orchestration.
To start all services, simply run:
$ docker-compose up -d
Licence
Robotoff is licenced under the AGPLv3.
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