How it works

From a leaf photo to practical guidance

CAWA SCAN helps you take a first look at possible coffee leaf problems. Here is what happens, step by step.

  1. 1

    Create an account or log in

    You can try the scanner straight away. A free account (name and email only) keeps your scan history safe and lets you see it on any device.

  2. 2

    Take a clear photo of a coffee leaf

    Photograph one leaf in good daylight, filling most of the picture, with the affected area in focus.

  3. 3

    Upload the photo

    Choose the photo on the scanner page, or use your phone camera directly. You can check, replace or remove it before sending.

  4. 4

    Submit it for AI analysis

    The photo goes to our server, which removes hidden photo data such as location and sends the image to an AI service for analysis.

  5. 5

    Review the result

    You see the possible condition and, where the AI service provides it, how certain it says it is. If it cannot tell, it says so.

  6. 6

    Read symptoms, management and prevention

    Each result links to CAWA SCAN information about the condition: what to look for, how it is managed and how to prevent it.

  7. 7

    Contact an extension worker when needed

    If the result is uncertain, or the plant is badly affected, ask a qualified agricultural extension worker to look at it.

Getting a good photo

  • Photograph the leaf clearly, with one leaf filling most of the picture.
  • Use good, even daylight. Avoid strong glare.
  • Keep the affected area in focus; tap the screen to focus.
  • Avoid blurred or very dark photos.
  • Do not cover the spots with your fingers.
  • If the signs are on the underside, photograph the underside.
Photo guide

Limits of image-based results

  • The AI sees one photo of one leaf, not the whole tree, roots or soil.
  • Different problems can look alike, for example disease and weather damage.
  • A good photo helps, but does not guarantee a correct result.
  • Certainty shown by the AI is its own estimate, not a measured accuracy.
  • CAWA SCAN currently covers coffee leaves only.
What AI can and cannot tell you
Open the Scanner