Estimates of maize plant density from UAV RGB images using Faster-RCNN detection model: impact of the spatial resolution

no code implementations • 25 May 2021 • Kaaviya Velumani, Raul Lopez-Lozano, Simon Madec, Wei Guo, Joss Gillet, Alexis Comar, Frederic Baret

Results show that Faster-RCNN achieved very good plant detection and counting (rRMSE=0. 08) performances when native HR images are used both for training and validation.

Generative Adversarial Network Management +1

Global Wheat Challenge 2020: Analysis of the competition design and winning models

no code implementations • 13 May 2021 • Etienne David, Franklin Ogidi, Wei Guo, Frederic Baret, Ian Stavness

Data competitions have become a popular approach to crowdsource new data analysis methods for general and specialized data science problems.

Data Augmentation Head Detection +1