Federal Grant Award Summary

North Carolina State University received a $300,000 project grant from the Institute of Bioenergy, Climate, and Environment under the Agriculture and Food Research Initiative (AFRI, CFDA 10.310) to develop AgriVision VMD, a smartphone application designed to detect cotton seed damage in real-time. The project, which commenced May 1, 2026 and concludes April 30, 2029, will transform cotton seed quality assessment by enabling farmers to analyze seed images, predict damage percentages, and receive customized recommendations for optimal seeding rates and planting dates based on prevailing weather conditions. The application will expand farmer utility by allowing in-season plant health monitoring and pest pressure assessment through smartphone imaging, addressing a critical industry challenge where mechanically damaged cotton seeds—currently undetected during resale—result in poor germination, increased pest and weed management costs, and crop replanting expenses.

The project emphasizes practical technology adoption through stakeholder engagement in the development process to ensure widespread farmer acceptance and implementation of this innovation. By converting years of agricultural research into an accessible, field-deployable tool, this AFRI-funded initiative aims to enhance cotton production efficiency, reduce farmer input costs, and support sustainable agricultural practices across the approximately 12 million acres of cotton grown annually in the United States.