This is the vision stage of the CropSCOUT rover. The camera feed is read a few times a second, each frame goes through the crop gate, the condition model and four safeguards, and a label is shown only when several frames agree.
Tomato focus: the gate decides leaf, fruit or neither, and the crop is taken as tomato. Switch the crop focus to ALL to let the gate also tell apple, cucumber and lemon apart.
Screening support, not a laboratory diagnosis or a spray recommendation. Confirm uncertain or severe symptoms with an agronomist before treating.
01 / input feed
camera · still
Feed the subsystem
Use the live camera, or load one still of a single fruit or leaf in daylight.
Experimental model release. Confirm the crop and leaf/fruit type before acting. Fruit on the plant, yellowing cucumber leaves, whole tomato seedlings and tomato-fruit rots are still misidentified or not covered. This is not a diagnosis or a pesticide recommendation.
No frame loadedOpen the live feed or drop one clear crop photo here
On-device inference · frames never uploaded · live feed on phones needs HTTPS · JPEG, PNG or WebP up to 15 MB
AI evidence — red areas affected the model score most; they are not exact lesion boundaries.
Analysis crop · 224 px
Crop or photo type wrong?Override
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For condition screening: one close, sharp fruit or leaf filling the square. Covered fruit conditions are screened directly; leaf diseases need a sharp leaf frame.
02 / inference output
on-device
awaiting frame
Output will appear here
Load a tomato, cucumber, apple or lemon frame. Inference runs in this browser; the image is not sent to the server.
1Frame one leaffill the square · daylight · sharp focus
2Hold steady3 of the last 4 frames must agree
3Read the resultcondition · confidence · spray estimate
inference running
Scanning frame…
Loading the AI models in this browser.
inference unavailable
We could not analyse this frame
Try a brighter, sharper image with one crop filling the frame.
screening resultlocal browser AI
screening summary
Result
Crop
Not established
Photo type
Not established
Condition screen
Not run
Status
Waiting
Crop and photo-type match0%
Closest condition model score0%
Condition details
Spray estimate
What to do next
Other covered model matches
Screening support only — confirm uncertain or severe symptoms with a local agronomist or plant diagnostic lab before treatment.
Was this right?
Tell CropSCOUT what you actually see. Your answer is saved as a field note for the team to review before any retraining. It never changes this result and is not recorded as a confirmed diagnosis.
You already noted this photo
VIS-CAM 01 · live feed
Frame one fruit or leaf
Everything inside this square is analysed
224 px0 fr— ms
Camera is off.
Recognition updates a few times a second and shows a condition only after several frames agree. Use the shutter to freeze this frame for the full report and red AI evidence; that report checks one frame, so it can differ slightly from the live label.
Live preview is unavailable, but you can still use your phone’s camera.
