Agriculture Foundation Models awesome list
Jiajia Li (JiajiaLi04)
Finding out what farming models already exist is a research project in itself. This is a curated public list of agricultural language, image and combined models along with applications built on them, kept in a code repository.
QUICK INFO
SOLUTION TYPE
Models, data & tools
TECHNOLOGY CATEGORY
Collections & resource hubs
AREA OF WORK
Agrifood data & AI infrastructure
ACCESS
Free
DEPLOYMENT
Self-hosted / on-premise · Downloadable
SOURCE REVIEWED
August 23, 2026
What it helps with
- What farming models already exist
- Find an agricultural image model
- List of farm language models
- See what has been built on ag models
- Where to start looking for ag models
Scope & audience
WHO IT'S FOR
Developer / AI builder · Scientist / researcher
AREA OF WORK
Agrifood data & AI infrastructure
COMMODITY / SCOPE
Cross-commodity
Access & technical details
ACCESS
Anyone can get it
INTERFACE
Code repository
DEPLOYMENT
You run it yourself
LANGUAGES
Not stated by provider
Featured media
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
AgML
Project AgML / AI Institute for Food Systems
Collections & resource hubs
Training a farm vision model means hunting down datasets and writing loaders for each one. This is an open Python library that lists, downloads and prepares agricultural image datasets, runs comparisons and can make synthetic images with labels.
Free · Open source
Cloud-hosted · Downloadable
Collections & resource hubs
AgML
build-integrate-ai
agrifood-data-and-ai-infrastructure
collection-or-resource-hub
collections-and-resource-hubs
Free · Open source
Cloud-hosted · Downloadable
August 17, 2026
- Find image datasets for a crop vision model
- Download agricultural image data quickly
- Stop writing a loader for every dataset
- Compare crop vision models
- Make synthetic labelled crop images
Prithvi family hub (incl. crop-classification demo)
ibm-nasa-geospatial
Collections & resource hubs
This Hugging Face organisation hub is a catalogue of IBM-NASA geospatial models, datasets and demos, including Prithvi-family resources. It is a discovery page rather than a single downloadable asset, and each linked item has its own access terms and licence.
Free
Cloud-hosted
Collections & resource hubs
Prithvi family hub (incl. crop-classification demo)
monitor-land-climate-sustainability
geospatial-imagery-and-remote-sensing
collection-or-resource-hub
collections-and-resource-hubs
Free
Cloud-hosted
August 23, 2026
- Find the right satellite model version
- Try crop classification in a demo
- List of earth observation model variants
- Which model size should i download
- Test satellite crop mapping without setup
Is this your Resource?
Contact us to claim this listing and add details, screenshots or a demo.