Case Studies

AI FOR NARWHAL AND BELUGA MONITORING

Whale Seeker and Fisheries and Oceans Canada (DFO) teamed up to enhance marine mammal surveys in Northern Hudson Bay. Using AI, the project improved detection accuracy, accelerated analysis, and provided key conservation insights.

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TRANSFORMATIVE AI FOR PENGUIN MONITORING

Discover the groundbreaking collaboration between Whale Seeker and Oceanites, combining traditional conservation methods with cutting-edge AI technology to monitor penguin populations in Antarctica.

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OUR RESEARCH

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...

Bertrand Charry

Sep 12, 2024

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...

Whale Seeker

Mar 10, 2023

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...

Bento Gonçalves

Sep 8, 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...

Whale Seeker

Aug 4, 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....

Bento Gonçalves

Mar 26, 2021

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...

Justine Boulent

Nov 30, 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

May 15, 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...

Bento Gonçalves

Mar 14, 2020

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)....

Bertrand Charry

Dec 15, 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...

Justine Boulent

Jul 23, 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...

Bento Gonçalves

Mar 19, 2019

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...

Bertrand Charry

Feb 12, 2018

Case Studies

Using satellite imagery to estimate abundance of Cumberland Sound beluga whales (Delphinapterus leucas) in 2024

Scaling whale monitoring using deep learning: A human-in-the-loop solution for analyzing aerial datasets

Fine-Scale Sea Ice Segmentation for High-Resolution Satellite Imagery with Weakly-Supervised CNNs

Mapping Arctic cetaceans from space: A case study for beluga and narwhal

Social Sensors for Wildlife: Ecological Opportunities in the Era of Camera Ubiquity

Automatic Detection of Flavescence Dorée Symptoms Across White Grapevine Varieties Using Deep Learning

SealNet 2.0: Human-Level Fully-Automated Pack-Ice Seal Detection in Very-High-Resolution Satellite Imagery with CNN Model Ensembles

SealNet: A fully-automated pack-ice seal detection pipeline for sub-meter satellite imagery

Hierarchical Classification of Narwhal Subpopulations Using Social Distance

Convolutional Neural Networks for the Automatic Identification of Plant Diseases

Weakly labeling the antarctic: The penguin colony case

Aerial photographic identification of narwhal (Monodon monoceros) newborns and their spatial proximity to the nearest adult female.

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Case Studies

Using satellite imagery to estimate abundance of Cumberland Sound beluga whales (Delphinapterus leucas) in 2024

Scaling whale monitoring using deep learning: A human-in-the-loop solution for analyzing aerial datasets

Fine-Scale Sea Ice Segmentation for High-Resolution Satellite Imagery with Weakly-Supervised CNNs

Mapping Arctic cetaceans from space: A case study for beluga and narwhal

Social Sensors for Wildlife: Ecological Opportunities in the Era of Camera Ubiquity

Automatic Detection of Flavescence Dorée Symptoms Across White Grapevine Varieties Using Deep Learning

SealNet 2.0: Human-Level Fully-Automated Pack-Ice Seal Detection in Very-High-Resolution Satellite Imagery with CNN Model Ensembles

SealNet: A fully-automated pack-ice seal detection pipeline for sub-meter satellite imagery

Hierarchical Classification of Narwhal Subpopulations Using Social Distance

Convolutional Neural Networks for the Automatic Identification of Plant Diseases

Weakly labeling the antarctic: The penguin colony case

Aerial photographic identification of narwhal (Monodon monoceros) newborns and their spatial proximity to the nearest adult female.

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Let's connect

Resources

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