activity
20202022
most citedSeed Phenotyping on Neural Networks using Domain Randomization and Transfer Learning

1 citations · 2 across the 7 of their papers we have counts for

collaborators

7 papers

cs.CV2022

Fractional Vegetation Cover Estimation using Hough Lines and Linear Iterative Clustering

Venkat Margapuri, Trevor Rife, Chaney Courtney +3

A common requirement of plant breeding programs across the country is companion planting -- growing different species of plants in close proximity so they can mutually benefit each…

cs.CV2021

Seed Classification using Synthetic Image Datasets Generated from Low-Altitude UAV Imagery

Venkat Margapuri, Niketa Penumajji, Mitchell Neilsen

Plant breeding programs extensively monitor the evolution of seed kernels for seed certification, wherein lies the need to appropriately label the seed kernels by type and quality.…

cs.CR20211 cited

PiBase: An IoT-based Security System using Raspberry Pi and Google Firebase

Venkat Margapuri, Niketa Penumajji, Mitchell Neilsen

Smart environments are environments where digital devices are connected to each other over the Internet and operate in sync. Security is of paramount importance in such environment…

q-bio.QM2021

Intercross: An Android app for plant breeding and genetics cross management

Trevor W. Rife, Chaney Courtney, Guillaume Bauchet +2

Plant breeding is fundamentally comprised of three cyclic activities: 1) intermating lines to generate novel allelic combinations, 2) evaluation of new plant cultivars in distinct…

q-bio.QM2021

Prospector: a mobile app for high-throughput NIRS phenotyping

Trevor W. Rife, Chaney Courtney, Jenna Hershberger +4

Quality traits are some of the most important and time-consuming phenotypes to evaluate in plant breeding programs. These traits are often evaluated late in the breeding pipeline d…

cs.CV2021

Classification of Seeds using Domain Randomization on Self-Supervised Learning Frameworks

Venkat Margapuri, Mitchell Neilsen

The first step toward Seed Phenotyping i.e. the comprehensive assessment of complex seed traits such as growth, development, tolerance, resistance, ecology, yield, and the measurem…