SAM2-based plant disease lesion segmentation model

Individual publisher

Scoring how much of a leaf a disease has taken over is slow and differs between people. These are downloadable model weights that outline disease spots on leaf photos, tuned from a general image outlining model.

Models, data & tools
Seed genetics & breeding
Free · Open source
Self-hosted / on-premise · Downloadable
Visit provider site
QUICK INFO
SOLUTION TYPE
Models, data & tools
TECHNOLOGY CATEGORY
Models & fine-tunes
AREA OF WORK
Seed genetics & breeding
ACCESS
Free · Open source
DEPLOYMENT
Self-hosted / on-premise · Downloadable
SOURCE REVIEWED
August 23, 2026

What it helps with

  • Outline disease spots on a leaf photo
  • How much of the leaf is diseased
  • Score leaf disease severity consistently
  • Measure lesion area from images
  • Model weights for leaf lesion outlines

Scope & audience

WHO IT'S FOR

Scientist / researcher · Input manufacturer (seed / chem / fert)

AREA OF WORK

Seed genetics & breeding

COMMODITY / SCOPE

Cross-commodity

Access & technical details

ACCESS

Anyone can get it

INTERFACE

Model download / weights

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

Explore more like this

SanketJadhav/PlantDiseaseClassifier-Resnet50

SanketJadhav
Models, data & tools
Spotting a leaf disease early is hard when you only have a phone photo and no specialist nearby. These are downloadable model weights, with code, that put pictures of diseased plants into named disease categories.
Free · Open source
Self-hosted / on-premise · Downloadable
Models & fine-tunes
View listing
SanketJadhav/PlantDiseaseClassifier-Resnet50
diagnose-protect-assure
crop-protection-and-plant-health
buildable-or-downloadable-component
models-and-fine-tunes
Free · Open source
Self-hosted / on-premise · Downloadable
August 17, 2026
  • What disease is on this plant
  • Identify a leaf disease from a phone photo
  • What is wrong with my plant leaves
  • Build a crop disease detector app
  • Train a plant disease classifier
  • Name a disease without waiting for a specialist

YuchengShi/LLaVA-v1.5-7B-Plant-Leaf-Diseases-Detection

YuchengShi
Models, data & tools
Spotting what is wrong with a leaf usually means waiting for someone who knows. This is a downloadable model that looks at a plant photo and describes possible leaf disease in words, with code to run it.
Free
Self-hosted / on-premise · Downloadable
Models & fine-tunes
View listing
YuchengShi/LLaVA-v1.5-7B-Plant-Leaf-Diseases-Detection
diagnose-protect-assure
crop-protection-and-plant-health
buildable-or-downloadable-component
models-and-fine-tunes
Free
Self-hosted / on-premise · Downloadable
August 17, 2026
  • What is wrong with this leaf
  • Describe a plant disease from a photo
  • Get a leaf diagnosis without waiting for an expert
  • Run a leaf disease model on my images
  • Build a leaf disease checker
  • Explain a plant problem in words
Is this your Resource?

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