Ranger Vision
Computer Vision for Agriculture

Precision agriculture
for crops.

Detects gaps along sugarcane rows and generates an actionable replanting map, optimizing cost and yield per field.

02 · Benefits

An actionable
replanting map.

Ranger Vision delivers four key advantages over traditional field scouting and manual image review.

Better detection

A higher detection rate and accuracy through smart models. Maximizes final yield per hectare.

Season-over-season comparability

Comparable data across seasons to assess performance, spot patterns and adjust practices with technical backing.

Shorter replanting windows

Cuts replanting lead times so you can act fast and maximize yield, with fewer delays and quicker decisions in the field.

Lower operating costs

Reduces spend on ground patrols and manual image review by analysts.

03 · Process

How does
the process work?

From orthomosaic upload to field execution, in five auditable steps. Each stage produces a deliverable ready to plug into your systems.

01

Create inspection

Upload the orthomosaic (OM) or flight photos for processing. Link it to the field and season.

02

Field delineation

Generate polygons to clip the OM, the row model, and inclusion and exclusion polygons.

03

Gap detection

Proprietary models that detect rows and stretches without vegetation.

04

Visualization

Managed from the portal. Dashboard with layer control and KPIs for coverage, gaps and seed boxes.

05

Field execution

Export planter-compatible files (.shp, .kml, .tiff) to carry out the replanting work.

05 · Deliverables

What your
team takes away.

A complete set of layers and reports designed to plug into your season operation.

01

Gap map.

02

Plant count per unit.

03

Seed-box calculation per area.

04

Interactive map with every layer and field data.

05

Geo PDF to review the field from mobile devices.

06

Results report delivered by email.

07

File downloads for planter integration.

08

Download of all material used and generated during the season.

09

Season analytics and management from the portal.

06 · Analysis layers

Every field,
actionable layers.

A set of exportable layers that prioritize what to replant, how much to buy and where to focus the operation. Each has its own filters and downloads in KML / SHP / GeoJSON. The catalog grows season after season.

Photo of the replanting seed-box layer
Inputs

Replanting seed boxes

Field zoning with automatic input calculation. Each area gets a georeferenced estimate of the seed boxes required based on the extent of the detected gaps.

Photo of the replanting-gap layer
Detection · priority

Replanting gaps

Gaps detected above a configurable replanting threshold. Exportable layer with filtering by size range or by % of gaps per row to prioritize the highest-impact areas.

Photo of the planting-quality layer
Detection · sub-threshold

Planting quality

A record of gaps below the replanting threshold. Exportable layer with selectable metric ranges for a fine-grained diagnosis of stand establishment.

Photo of the plant count
Counting

Plant counting

Individual detection and counting of plants in perennial and tree crops — palm, citrus, fruit — with georeferenced positions for inventory, replacement and per-unit tracking.

Photo of weed detection
Analysis

Weed detection

Georeferenced polygons of areas with weed presence to guide application decisions, target spraying and cut field-scouting costs.

Photo of the thermal irrigation analysis
Thermal

Irrigation quality

Analysis over a thermal orthomosaic cross-referenced with RGB detection. Identifies possible leaks, clogging, over-irrigation or ponding, separating crop failures from irrigation failures.

Satellite image photo
Satellite

Satellite imagery

Moisture, vegetation and remote crop-monitoring data from satellite imagery. Complements flights with continuous coverage between seasons.

Photo of the row filter
Prioritization

Row filter by % of gaps

Exportable layer with configurable filtering by percentage of gaps per row. Focuses the replanting operation on the highest-impact rows.

In the field

Geo PDF

The complete georeferenced field report, to open on your phone in the field. Locate yourself in real time over the detected layers.

Proprietary models · human verification

Detection models based on vegetation indices and thresholding, plus row replication by progressive interpolation. Every inspection is validated by a Ranger specialist before delivery.

07 · Roadmap

We are working
on what comes next.

New features in development to keep improving our users’ experience and broaden the product’s coverage.

Field health

Multispectral map

More yield per ha

Yield estimation

Machine care

Rock detection

Custom

Not seeing your challenge on this list? We’ll solve it with you.

Ranger Vision adapts to your operation, not the other way around. If your crop, your field or your process needs a different analysis, we build the layer, model or integration required, adapting to the way you work.

Tell us your case We’ll study it at no cost or obligation and propose how to approach it.
08 · Services

Service
options.

You pay only for the hectares actually analyzed. Custom quote based on volume, format and the needs of each operation, with no annual licenses or per-season minimums.

How to get started
  1. 01
    Define your hectares

    We help you estimate the scope, area per field, season and operating model.

  2. 02
    Choose the format

    Your own orthomosaic, photos for processing, or a turnkey service with the flight included.

  3. 03
    Start with a pilot field

    We process one field at no charge so you can see the replanting map over your own land before scaling.

Included in every service
  • Specialist verification by Ranger — every inspection is validated by a human before delivery.
  • First-year storage included, at no additional cost.
  • Results and layers (.GeoJSON / .KML / .SHP) at no cost for the full term.
Customer’s orthomosaic
ServiceGSDDelivery time
Gap analysis> 136–40 hrs
Gap analysis< 172–80 hrs
Customer’s photos
ServiceGSDDelivery time
OM generation + analysis> 140–46 hrs
OM generation + analysis< 184–90 hrs
Turnkey service
ServiceGSDDelivery time
Flight + OM generation + analysis> 1To be scheduled
Flight + OM generation + analysis< 1To be scheduled
09 · Start trial

Start your free trial.

Upload your orthomosaic (or photos to generate it) of up to 20 hectares and get results in under 24 hours. We coordinate the processing details by email.

Thank you! We’ll get back to you within 24 business hours to coordinate the processing.