From a pesticide label image to practical farmer guidance
LabelLens combines OCR and structured parsing with a deterministic safety engine, then presents the readable result as cautious guidance and a traceable farmer record.
LabelLens product promise
Input
Camera scan or uploaded label images
Analysis
OCR, parser, and deterministic safety checks
Farmer output
Guidance, dosage support, voucher, and spray record
Advisory only. Always follow the original pesticide label and seek expert guidance when information is unclear.
The LabelLens flow
Six clear stages, with uncertainty kept visible
Each stage has a specific role. The safety engine does not guess missing label facts, and the output remains advisory.
- Step 1
Scan or upload
Capture clear pesticide label photos with a phone camera or upload existing images.
- Step 2
OCR reads visible text
OCR extracts readable product, composition, dosage, warning, and instruction text.
- Step 3
Parser structures details
The parser organizes detected text into fields the farmer experience can explain clearly.
- Step 4
Safety engine checks rules
Deterministic rules evaluate known warning signals and keep unclear information unknown.
- Step 5
Farmer guidance appears
Readable findings become simple advisory, including dosage and local-language guidance.
- Step 6
Voucher and record trail
Logged-in farmers can save a DV voucher, QR verification trail, and spray record.
Cautious output
Guidance supports decisions; it does not replace the original label
When text is incomplete, unclear, or low-confidence, LabelLens asks for caution rather than filling in the gaps.
Unknown stays unknown
Warnings stay prominent
Records stay traceable