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AI & Computer Vision

Using advanced AI approaches to solve environmental
monitoring challenges

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AI & Computer Vision

November 1, 2023 by

Hatfield is at the forefront of applying AI and computer vision techniques for environmental monitoring, including the development of novel AI and computer vision systems for our clients.

We apply our extensive knowledge of Earth observation sensors (including satellite, airborne, and terrestrial sensors), leading-edge computational methods, and partner with AI and computer vision experts to prototype, design, and deliver customized AI-driven solutions.

Our expertise includes:

  • Object detection: identifying and locating objects of interest in satellite images using convolutional neural network (CNN) approaches, such as marine mammals, exemplified by our smartWhales space-based detection system.
  • Semantic Segmentation: using deep learning to categorize satellite images into different classes based on feature characteristics, such as texture, color, and shape. We apply these methods to identify linear disturbance in forest landscapes in research to support Woodland Caribou habitat management.
  • Cloud-based solutions: Hatfield develops cost-effective scalable cloud-based solutions that integrate model operation, sensor management, data visualization, and management tools. Hatfield’s GEOAnalytics Canada platform

Why Hatfield?

Hatfield is a trusted advisor to government, private sector, and non-government clients on the use of remote sensing technology for environmental monitoring and management around the world. If you are keen to explore AI and deep learning, we can help you navigate the options and bring together a project design and required partnerships for success.

 

Banner Photo Credit: WorldView-3 Image © 2023 Maxar Technologies

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AI & Computer Vision Projects

Earth Observation for Public Health
Earth Observation for Public Health
2019 - ongoing
Earth Observation for Sustainable Development (EO4SD): Fragility, Conflict, and Security
Earth Observation for Sustainable Development (EO4SD): Fragility, Conflict, and Security
2018 - 2021
Earth Observation Mainstreaming for the Global Environment Facility
Earth Observation Mainstreaming for the Global Environment Facility
2019 - 2020
All Projects

Find out more about our services from our team of technical experts

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AI & Computer Vision Newsfeed

Hatfield to support environmental monitoring of Port of Montreal’s expansion project at Contrecœur with innovative satellite remote sensing applications
18-Jul-2023
Hatfield to support environmental monitoring of Port of Montreal’s expansion project at Contrecœur with innovative satellite remote sensing applications
Hatfield is excited to announce its collaboration with Public Services and Procurement Canada...
Hatfield leading new ESA ecosystem restoration initiative to develop open Earth observation tools for assessment and monitoring
30-Mar-2023
Hatfield leading new ESA ecosystem restoration initiative to develop open Earth observation tools for assessment and monitoring
Ecosystem Restoration is critical to reverse biodiversity loss and is an essential element...
Hatfield and AltaML announce progress on detection of endangered North Atlantic right whales using satellite Earth observation data
15-Mar-2022
Hatfield and AltaML announce progress on detection of endangered North Atlantic right whales using satellite Earth observation data
Vancouver, BC and Edmonton, AB – Hatfield Consultants, a leading environmental consultancy, and...
All News

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    • At A Glance
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      • Fish & Fish Habitat
      • Effects Monitoring & Ecotoxicology
      • Hydrology
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      • Marine Ecology
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    • Land
      ▼
      • Infrastructure Development
      • Vegetation & Wetlands
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      • Regulatory Permitting
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