ftw-tools

Fields of The World

Getting boundary data downloaded, models trained and outputs turned into map shapes involves a lot of glue code. This is an installable command line tool and code library covering those steps for one open field boundary project.

Models, data & tools
Geospatial imagery & remote sensing
Free
Self-hosted / on-premise · Downloadable
Visit provider site
QUICK INFO
SOLUTION TYPE
Models, data & tools
TECHNOLOGY CATEGORY
Benchmarks & evaluations
AREA OF WORK
Geospatial imagery & remote sensing
ACCESS
Free
DEPLOYMENT
Self-hosted / on-premise · Downloadable
SOURCE REVIEWED
August 23, 2026

What it helps with

  • Download field boundary data from the command line
  • Train a field boundary model
  • Turn model output into map shapes
  • Code library for field boundary work
  • Command line tools for farm boundary work

Scope & audience

WHO IT'S FOR

Developer / AI builder

AREA OF WORK

Geospatial imagery & remote sensing

COMMODITY / SCOPE

Agricultural field parcels

Access & technical details

ACCESS

Anyone can get it

INTERFACE

Package install

DEPLOYMENT

You run it yourself

LANGUAGES

Not stated by provider

Source information

This listing was compiled from publicly available source material. Verify current details with the provider.

PROVIDER DOCUMENTATION
Reviewed August 2026

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Fields of The World benchmark dataset

Kerner Lab, Arizona State University
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Claims about field boundary detection are hard to compare without shared test material. This is a downloadable dataset of labelled farm parcels from many countries, prepared so different boundary models can be measured on the same ground.
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Benchmarks & evaluations
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Fields of The World benchmark dataset
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Free
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  • Compare field boundary models fairly
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  • Test how well a boundary model works
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AgriStress-500

Precision AI Inc
Models, data & tools
Before you trust an image model on real field conditions, you need messy pictures to test it against. This is a downloadable set of drone photographs of crops, put together as a test collection for vision and image search models.
Free
Self-hosted / on-premise · Downloadable
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AgriStress-500
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August 17, 2026
  • Test an image model on messy field photos
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  • Compare image models on crop stress photos
  • Before trusting a model on real fields
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