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Analysis · Agricultural computer vision

Terra Vision

Terra Vision analyses agricultural imagery for the visual evidence an inspector would look for: colour and texture change, lesions and spotting, damaged leaf area, canopy density, visible pests and countable fruit. It works from fixed cameras, handheld capture and drone imagery, and returns detections with a confidence value and the frame they came from, so every finding can be examined rather than taken on trust.

CAM-04 · Zone D · 12:40

3 detections

Leaf damage 0.71Suspected lesion 0.64Insect 0.58

Suspected findings · confirmation required

Illustrative. Detections carry a confidence value and the frame they came from, so a finding can be examined rather than taken on trust.

Capabilities

What Terra Vision does

Computer vision for crop inspection, running on the cameras and imagery a farm already produces.

Crop health and stress analysis
Colour, texture and canopy signals are tracked per zone and compared against the same zone's earlier imagery, so a change is measured rather than eyeballed.
Disease symptom detection
Lesions, spotting, wilting and discolouration are surfaced as suspected symptoms with a confidence value, for agronomic confirmation rather than as a diagnosis.
Pest and weed detection
Visible insects, feeding damage and weed pressure are detected in frame and tied back to the zone and the time the image was captured.
Leaf damage and canopy analysis
Damaged leaf area, defoliation and canopy cover are quantified from imagery, which turns a gradual decline into a trend line.
Plant and fruit counting
Stand counts and visible fruit counts are produced per frame and aggregated by zone, supporting load estimates and growth tracking.
Visual anomaly detection
Frames that depart from what a zone normally looks like are raised for inspection even when the cause does not match a known category.

Data flow

What it reads, and what it hands on.

Reads from

  • IP, RTSP and ONVIF-compatible cameras
  • Agricultural imaging systems
  • Drone and handheld imagery
  • Scheduled or event-driven image capture

Produces

  • Detections with confidence values
  • Per-zone visual health indicators
  • Counted objects and measured areas
  • Reviewable evidence frames

Next step

Request a Farm Assessment

Every agricultural operation has a different data footprint. Terra deployments are scoped according to the farm, existing hardware and required intelligence capabilities.

The assessment establishes what your existing hardware can support before anything is committed.