Published April 1, 2026 | Version v.1.0.0
Software Open

carlospachecolima/chickpea-phenotyping-ai: v.1.0.0

Authors/Creators

  • 1. Embrapa Hortaliças
  • 2. ROR icon Brazilian Agricultural Research Corporation

Description

Initial Release

This version introduces:

  • AI-assisted phenotyping pipeline for chickpea
  • Prompt engineering framework with phenological context (DAP)
  • Dynamic ranking system for plant performance
  • SHA-256 hash generator for software registration

Key Contribution

Integration of agronomic knowledge into AI reasoning through structured prompt chaining.

Authors

  • Carlos Eduardo Pacheco Lima
  • Mariana Rodrigues Fontenelle
  • Warley Marcos Nascimento

Files

carlospachecolima/chickpea-phenotyping-ai-v.1.0.0.zip

Files (143.9 kB)

Additional details

Related works

Is supplement to
Software: https://github.com/carlospachecolima/chickpea-phenotyping-ai/tree/v.1.0.0 (URL)

Software

Repository URL
https://github.com/carlospachecolima/chickpea-phenotyping-ai