Will artificial intelligence revolutionize aerial surveys? A first large-scale semi-automated survey of African wildlife using oblique imagery and deep learning.
Alexandre DelplanqueJulie LinchantXavier VinckeRichard LampreyJérôme ThéauCédric VermeulenSamuel FoucherAmara OuattaraRoger KouadioPhilippe LejeunePublished in: Ecol. Informatics (2024)
Keyphrases
- semi automated
- deep learning
- artificial intelligence
- fully automated
- unsupervised learning
- machine learning
- aerial images
- unsupervised feature learning
- deep architectures
- weakly supervised
- computer vision
- natural language processing
- high resolution
- mental models
- active learning
- semi supervised
- maximum likelihood
- fully automatic
- pattern recognition
- training data
- feature extraction
- decision trees
- restricted boltzmann machine