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Case Studies
TRANSFORMATIVE AI FOR PENGUIN MONITORING
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Discover the groundbreaking collaboration between Whale Seeker and Oceanites, combining traditional conservation methods with cutting-edge AI technology to monitor penguin populations in Antarctica.
OUR RESEARCH
Bertrand Charry
Sep 12, 2024
Using satellite imagery to estimate abundance of Cumberland Sound beluga whales (Delphinapterus leucas) in 2024
Citation: Sherbo, B. A. H., Belanger, A. M., Charry, B., & Watt, C. A. (2024). Using satellite imagery to estimate abundance of...
Whale Seeker
Mar 10, 2023
Scaling whale monitoring using deep learning: A human-in-the-loop solution for analyzing aerial datasets
Citation: Boulent, J., Charry, B., Kennedy, M. M., Tissier, E., Fan, R., Marcoux, M., ... & Gagné-Turcotte, A. (2023). Scaling whale...
Bento Gonçalves
Sep 8, 2021
Fine-Scale Sea Ice Segmentation for High-Resolution Satellite Imagery with Weakly-Supervised CNNs
Team Member: Bento Gonçalves. Citation: Gonçalves, B. C., & Lynch, H. J. (2021). Fine-scale sea ice segmentation for high-resolution...
Whale Seeker
Aug 4, 2021
Mapping Arctic cetaceans from space: A case study for beluga and narwhal
Citation: Charry, B., Tissier, E., Iacozza, J., Marcoux, M., & Watt, C. A. (2021). Mapping Arctic cetaceans from space: A case study for...
Bento Gonçalves
Mar 26, 2021
Social Sensors for Wildlife: Ecological Opportunities in the Era of Camera Ubiquity
Team Member: Bento Gonçalves. Citation: Borowicz, A., Lynch, H. J., Estro, T., Foley, C., Gonçalves, B., Herman, K. B., ... & Thorne, L....
Justine Boulent
Nov 30, 2020
Automatic Detection of Flavescence Dorée Symptoms Across White Grapevine Varieties Using Deep Learning
Team Member: Justine Boulent. Citation: Boulent, J., St-Charles, P. L., Foucher, S., & Théau, J. (2020). Automatic detection of...
Bento Gonçalves
May 15, 2020
SealNet 2.0: Human-Level Fully-Automated Pack-Ice Seal Detection in Very-High-Resolution Satellite Imagery with CNN Model Ensembles
Team Member: Bento Gonçalves. Citation: Gonçalves, B. C., Wethington, M., & Lynch, H. J. (2022). SealNet 2.0: Human-Level Fully-Automated...
Bento Gonçalves
Mar 14, 2020
SealNet: A fully-automated pack-ice seal detection pipeline for sub-meter satellite imagery
Team Member: Bento Gonçalves. Citation: Gonçalves, B. C., Spitzbart, B., & Lynch, H. J. (2020). SealNet: A fully-automated pack-ice seal...
Bertrand Charry
Dec 15, 2019
Hierarchical Classification of Narwhal Subpopulations Using Social Distance
Team Member: Bertrand Charry. Citation: Charry, B., Marcoux, M., Cardille, J. A., Giroux‐Bougard, X., & Humphries, M. M. (2020)....
Justine Boulent
Jul 23, 2019
Convolutional Neural Networks for the Automatic Identification of Plant Diseases
Team Member: Justine Boulent. Citation: Boulent, J., Foucher, S., Théau, J., & St-Charles, P. L. (2019). Convolutional neural networks...
Bento Gonçalves
Mar 19, 2019
Weakly labeling the antarctic: The penguin colony case
Team Member: Bento Gonçalves. Citation: M Le, H., Goncalves, B., Samaras, D., & Lynch, H. (2019). Weakly labeling the antarctic: The...
Bertrand Charry
Feb 12, 2018
Aerial photographic identification of narwhal (Monodon monoceros) newborns and their spatial proximity to the nearest adult female.
Team Member: Bertrand Charry. Citation: Charry, B., Marcoux, M., & Humphries, M. M. (2018). Aerial photographic identification of narwhal...
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