L'intelligence artificielle (IA) dans la Paléontologie

L'intelligence artificielle (IA) dans la Paléontologie

Article:
Accelerating segmentation of fossil CT scans through Deep Learning
https://www.nature.com/articles/s41598-024-71245-1

AI and dinosaurs
https://www.southern.edu/news/2024-12-11-aianddinosaurs.html

Artificial Intelligence & Paleontology: Use Deep Learning to search for Microfossils
https://medium.com/towards-data-science/artificial-intelligence-paleontology-use-deep-learning-to-search-for-microfossils-18760bb30880

Fossil image identification using deep learning ensembles of data augmented multiviews
https://www.researchgate.net/publication/374762521_Fossil_image_identification_using_deep_learning_ensembles_of_data_augmented_multiviews

Automated graptolite identification at high taxonomic resolution using residual networks
https://www.cell.com/iscience/fulltext/S2589-0042(23)02626-3

Improving the taxonomy of fossil pollen using convolutional neural networks and superresolution microscopy
https://www.pnas.org/doi/10.1073/pnas.2007324117

A machine learning approach for the discrimination of theropod and ornithischian dinosaur tracks
https://royalsocietypublishing.org/doi/10.1098/rsif.2022.0588

DeepDive: estimating global biodiversity patterns through time using deep learning
https://www.nature.com/articles/s41467-024-48434-7#Sec8

Foss-AI, an exploratory project using deep learning to extract paleobiological and paleoenvironmental data from fossil woods
https://dumas.ccsd.cnrs.fr/CIRAD/hal-04695310v1