DeepWeeds

James Cook University researchers / Alex Olsen

Identifying weed species from a field photo is a step towards targeted spraying. This is a downloadable collection of Australian weed images with species labels, alongside code and trained models for running it.

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

What it helps with

  • What weed is this in my field
  • Identify australian weed species from a photo
  • Labelled australian weed photos
  • Train a weed recognition model
  • Spot weeds before spot spraying
  • Pretrained weed identification model to download

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

Code repository · Dataset download

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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