USDA Proximal Hyperspectral Crops and Weeds
USDA Ag Data Commons
Separating crops from weeds by their light signature needs close-range spectral imagery that few groups can capture. This is a large collection of close-up multi-wavelength images of crops and weeds, shipped as numeric arrays.
QUICK INFO
SOLUTION TYPE
Models, data & tools
TECHNOLOGY CATEGORY
Datasets & corpora
AREA OF WORK
Crop protection & plant health
ACCESS
Free
DEPLOYMENT
Self-hosted / on-premise · Downloadable
SOURCE REVIEWED
August 23, 2026
What it helps with
- Separate crops from weeds by light signature
- Close up spectral images of crops and weeds
- Train a model on hyperspectral plant data
- Weed detection without capturing spectra yourself
- Multi wavelength plant images as arrays
- Test spectral crop and weed separation
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
Dataset download
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
Agriculture Videos Transcript
Digital Green
Models, data & tools
Video is a poor format when you need to search what was actually said. This is a downloadable collection of written transcripts from farm training videos, useful as background text for a model.
Free · Open source
Self-hosted / on-premise · Downloadable
Datasets & corpora
Agriculture Videos Transcript
advise-educate
extension-advisory-and-education
buildable-or-downloadable-component
datasets-and-corpora
Free · Open source
Self-hosted / on-premise · Downloadable
August 17, 2026
- Search what was said in a farm video
- Written transcripts of farm training videos
- Background text for a farming model
- Quote advice from a training recording
- Turn farm video talk into searchable text
- Text from farm videos to download
AgThoughts
BGLab
Models, data & tools
You want a model that shows its working on farm questions, not just a bare answer. This is a downloadable dataset of step by step reasoning about agriculture, built alongside a research model and its testing.
Free · Open source
Self-hosted / on-premise · Downloadable
Datasets & corpora
AgThoughts
build-integrate-ai
agrifood-data-and-ai-infrastructure
buildable-or-downloadable-component
datasets-and-corpora
Free · Open source
Self-hosted / on-premise · Downloadable
August 17, 2026
- Teach a model to show its farm reasoning
- Step by step agricultural reasoning examples
- Train a model to explain farm answers
- Test reasoning on agricultural questions
- Worked examples of farm problem solving
- Reasoning data for a farm model
Is this your Resource?
Contact us to claim this listing and add details, screenshots or a demo.