UAV-Based Estimation of Grain Yield for Plant Breeding: Applied Strategies for Optimizing the Use of Sensors, Vegetation Indices, Growth Stages, and Machine Learning Algorithms.
Lukas PreyAnja HanemannLudwig RamgraberJohannes Seidl-SchulzPatrick Ole NoackPublished in: Remote. Sens. (2022)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- predictive accuracy
- machine learning approaches
- machine learning methods
- random forests
- learning problems
- remote sensing
- real world
- statistical machine learning
- machine learning models
- input features
- learning tasks
- neural network
- naive bayes
- supervised learning
- reinforcement learning
- training data
- vision based navigation
- standard machine learning algorithms
- machine learning and data mining algorithms