Project-AgML/YOLOPOD_Soyabean_Pod_Counting_Dataset

Project AgML

Estimating soybean yield means counting pods, which is tedious and hard to do at scale. This is an image collection of soybean plants with individual pods labelled, so detection models have something to learn from.

Models, data & tools
Agronomy, soil & crop management
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
Agronomy, soil & crop management
ACCESS
Free · Open source
DEPLOYMENT
Self-hosted / on-premise · Downloadable
SOURCE REVIEWED
August 17, 2026

What it helps with

  • Count soybean pods without doing it by hand
  • How many pods are on this soybean plant
  • Labelled soybean pod images
  • Train a pod counting model
  • Estimate soybean yield from pod counts
  • Test pod detection on soybeans

Scope & audience

WHO IT'S FOR

Scientist / researcher

AREA OF WORK

Agronomy, soil & crop management

COMMODITY / SCOPE

Row crops

Access & technical details

ACCESS

Anyone can get it

INTERFACE

Model download / weights · 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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