Grocery Receipt Parser
- Capture receipt from image using object detection model
- Verify image is of a receipt and data is relevant
- Data cleaning a receipt
- Remove unnecessary info from receipt
- User has ability to modify/correct inputs
- Data Preprocessing
- Query LLM to convert receipt inputs to actual grocery items
- How do we handle abbreviations? Variations in grocery stores
- Store receipt data in table - include timestamp/grocery store metadata