AgIR, Agricultural Image Repository

USDA Agricultural Research Service / NC State / Precision Sustainable Agriculture

Plant image work often stalls because you cannot find annotated pictures covering weeds, cover crops and cash crops together. This is an open image repository with labelled plant photographs from both controlled plots and real fields, reachable through code.

Models, data & tools
Crop protection & plant health
Free
Cloud-hosted · Downloadable
Visit provider site
QUICK INFO
SOLUTION TYPE
Models, data & tools
TECHNOLOGY CATEGORY
Datasets & corpora
AREA OF WORK
Crop protection & plant health
ACCESS
Free
DEPLOYMENT
Cloud-hosted · Downloadable
SOURCE REVIEWED
August 17, 2026

What it helps with

  • Labelled photos of weeds cover crops and cash crops
  • Identify a plant from a field photo
  • Plant images from plots and real fields
  • Pull plant images through code
  • Train a weed and crop recognition model
  • Find annotated plant pictures in one place

Scope & audience

WHO IT'S FOR

Scientist / researcher · Developer / AI builder

AREA OF WORK

Crop protection & plant health

COMMODITY / SCOPE

Crop protection

Access & technical details

ACCESS

Anyone can get it

INTERFACE

API · Code repository

DEPLOYMENT

Hosted, you call it from your own code

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

Explore more like this

CottonWeedID15

CottonWeeds authors / DongChen06
Models, data & tools
Sorting out which weed is which in a cotton field is a job growers and researchers repeat constantly. This is an image dataset covering fifteen weed types found in cotton, bundled with code for training and evaluation.
Free
Self-hosted / on-premise · Downloadable
Datasets & corpora
View listing
CottonWeedID15
diagnose-protect-assure
crop-protection-and-plant-health
buildable-or-downloadable-component
datasets-and-corpora
Free
Self-hosted / on-premise · Downloadable
August 17, 2026
  • Which weed is this in my cotton field
  • Identify cotton weeds from a photo
  • Images of fifteen cotton weed types
  • Train a cotton weed classifier
  • Code for training and scoring weed models
  • Test weed identification in cotton

Pig Livestock Count Heads, Africa

electricsheepafrica
Models, data & tools
Following pig numbers in African countries over the years means pulling from many yearly releases. This is a downloadable table of pig head counts by country and year, formatted for direct use in code.
Free · Open source
Self-hosted / on-premise · Downloadable
Datasets & corpora
View listing
Pig Livestock Count Heads, Africa
plan-manage-production
livestock-and-aquaculture
buildable-or-downloadable-component
datasets-and-corpora
Free · Open source
Self-hosted / on-premise · Downloadable
August 17, 2026
  • How many pigs are in each african country
  • Pig numbers by country and year
  • Pig herd trends in africa
  • Load pig head counts into code
  • Compare pig production across african countries
  • Official pig statistics for policy work
Is this your Resource?

Contact us to claim this listing and add details, screenshots or a demo.