Usefulness of synthetic datasets for diatom automatic detection using a deep-learning approach.
Aishwarya VenkataramananPierre Faure-GiovagnoliCyril ReganDavid HeudreCécile FigusPhilippe Usseglio-PolateraCédric PradalierMartin LavialePublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- automatic detection
- deep learning
- synthetic datasets
- real life
- experimental study
- real dataset
- synthetic data
- unsupervised learning
- real world
- machine learning
- unsupervised feature learning
- weakly supervised
- original data
- active learning
- text classification
- higher order
- information extraction
- experimental evaluation
- feature space
- computer vision
- data sets