🎯 What can I work on ?

[teolemon]

What

Are you a beginner ? You can take a jab at good first issues

• Improve the developer experience for Robotoff (tracker) #375

Better documentation

Better documentation

Beta Give feedback

1. Document the models in our Robotoff models recap spreadsheet
2. Increase the documentation of Robotoff itself
3. Architecture schema for logos
4. Write down the automatic application policy in plain English #969
   🐛 bug 📚 Documentation +2
5. On all insight types, what do we extract, what do we use, what we don't use, what we validate automatically

Detections by field

• Ingredients
• Nutrition (tracker) #372
• Extract locations (Tracker) #127
• Category prediction (tracker) #379
• Packaging (tracker bug) #121
• Refactor the OCR Category prediction as a datasource of the current category predictor

Topic-related

• Support the Eco-Score through increased data extraction (tracker) #376

Detections by technique

• Cloud-Vision based detection (tracker) #599
• Logos & Labels (tracking issue) #596
• OCR/Regex based detections #600

Performance

• Improve performance of ML label/pictogram detection #371 (fellowship)
• Enable model retraining on validated detections #370 (fellowship)
• Improve automatic category detection by X% #369 (fellowship)

MLOps

MLOps

Beta Give feedback

1. Add a draft title or issue reference here
2. MLOps (tracker) #425
   6 of 6
   MLOps ♞ epic +2
3. Dependancies (Tracker) #423
   dependencies +1
4. Tests (tracker) #830
   6 of 7
   🧪 tests +1

Support data quality

Support data quality

Beta Give feedback

1. Notification when anionique is found in an OCR
2. Rich notification with support for moving to other projects