Transformer genomic-selection model (RenqiChen/Genomic-Selection, IJCAI 2024)

Shanghai AI Laboratory / co-authors

Picking which crop lines to advance is easier with a trait prediction model, but building one takes time. This is a published code repository with a trait prediction model for crops and the scripts needed to train it on your data.

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

  • Pick which crop lines to advance
  • Predict crop traits from my own data
  • Train a trait prediction model for crops
  • Code and scripts for genomic selection
  • Build a crop trait model faster

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

Code repository

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

AgriCLIP

AgriCLIP authors / umair1221
Models, data & tools
Image models trained on everyday photos often miss what matters in crop and animal pictures. These are downloadable model weights and pretraining data that link farm and livestock images with text descriptions, for you to build vision tools on.
Free
Self-hosted / on-premise · Downloadable
Models & fine-tunes
View listing
AgriCLIP
plan-manage-production
livestock-and-aquaculture
buildable-or-downloadable-component
models-and-fine-tunes
Free
Self-hosted / on-premise · Downloadable
August 17, 2026
  • Build a tool that reads farm photos
  • Match livestock pictures to written descriptions
  • Starting weights for crop and animal vision work
  • Why general image models miss crop detail
  • Search farm image collections by description
  • Train a vision model on farm images
Is this your Resource?

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