Registre des initiatives en IA

197 initiative(s) courante(s)

• 35

  AI-assisted Solution to Detect Ghost Gear from Side Scan Sonar Images

  The goal of the project is use AI to automate data analysis in detecting Ghost Gear. Client: Ghost Gear Program

  Idéation En pause Politiques stratégiques Perception et compréhension Vision par ordinateur

• 36

  AI-assisted Solution to summarize C&P aerial surveillance videos

  A pilot project to explore the use of AI/ML for automating the identification of relevant segments in EM video and imagery, such as human activity or vessel registration numbers (VRNs). This initiative aims to reduce manual review time and enhance the efficiency of information management in support of fisheries oversight.

  Pilote Politiques stratégiques Perception et compréhension Vision par ordinateur

• 29

  AI-Enabled Detection of Watercraft for Aquatic Invasive Species Risk Management

  This pilot project, in collabration with Aquatic Invasive Species Program, develops an AI-powered system to automatically detect and track watercraft at key entry points to prevent the spread of Aquatic Invasive Species (AIS). By enabling early identification of vessels that may carry invasive organisms, the system supports faster inspections and intervention to protect aquatic ecosystems. Initial exploration using sample data is underway, with the project pending ADM approval for installing cameras and data collection. Client: Aquatic Invasive Species Program

  Pilote Politiques stratégiques Perception et compréhension Vision par ordinateur

• 28

  AI-Enabled Electronic Monitoring (EM) Solutions

  The pilot project, in collabration with Fisheries Resources Management, explores the integration of AI-enabled electronic monitoring (EM) solutions to automate the detection and classification of fishing activities using video and sensor data from vessels. This initiative aims to enhance compliance monitoring, reduce manual review time, and support evidence-based fisheries management. Client: Fisheries Resources Management

  Pilote Politiques stratégiques Perception et compréhension Fusion de capteurs

• 256

  Conception d’expérience utilisateur et flux de travail de création de contenu optimisés par l’IA

  AI-enabled capabilities to help UX and content designers deliver digital work faster and more consistently. This includes supporting early ideas, rapid iteration, drafting and revising content, creating and comparing design options (task flows, wireframes, mockups, interactions, prototypes), and producing documentation needed for handoffs and approvals while still meeting GC standards. We also want employees to build modern, transferable skills.

  Développement Dirigeant principal du numérique

• 165

  AIMMS (Artificial Intelligence for Marine Mammals in Survey imagery)

  The AIMMS project develops a platform to automate and accelerate the interpretation of aerial imagery for marine mammal population assessments. By streamlining annotation and review, and enabling scientists to develop custom machine-learning models without advanced coding skills, the AIMMS workflow significantly reduce processing time, accelerate delivery of science advice, and lower operational costs.

  Développement Gestion des pêches Perception et compréhension Vision par ordinateur

• 176

  Analysis of roles

  Analysis of roles: Ad hoc analysis of roles within C&P, comparing 4 different roles and their responsibilities.

  Idéation Politiques stratégiques Automatisation et aide à la décision Automatisation des processus assistée par IA

• 87

  ANMPA Habitat Mapping Project

  Drop camera survey to document seafloor habitats and biological communities in the Anguniaqvia niqiqyuam Marine Protected Area (ANMPA) in the Inuvialuit Settlement Region. A project sub-objective is to develop AI capacity to detect and record bottom habitat classifications and benthic animals from video still-images, substantially reducing processing times.

  Pilote Sciences des écosystèmes et des océans Perception et compréhension Vision par ordinateur

• 187

  Atlantic Bluefin Tuna Monitoring

  Automatically perform video analytics from hundred of harvester tuna video Solution being developed in region to assist C&P in batch processing of at-sea video monitoring footage.

  Pilote Affaires autochtones, aquaculture et gouvernance Perception et compréhension Vision par ordinateur

• 89

  Augmenting Whale Detection in Satellite Images using synthetic data

  An autodetector model was built to detect whales in satellite imagery using synthetic imagery. The primary author is now testing the algorithm on satellite imagery obtained by Arctic Region that has been manually read for whales.

  Pilote Sciences des écosystèmes et des océans Perception et compréhension Vision par ordinateur

• 222

  Automated assessment of Crowd Source Bathymetry

  The Community Hydrography team is working with the University of New Brunswick (UNB) on a tool-kit that will automate the assessment of large volumes of crowd source data. AI routines will allow for automated QC, and drafting of Navigation Warnings.

  Pilote Sciences des écosystèmes et des océans Automatisation et aide à la décision Automatisation des processus assistée par IA

• 127

  Automated assessment of Crowd Source Bathymetry

  The Community Hydrography team is working with the University of New Brunswick (UNB) on a tool-kit that will automate the assessment of large volumes of crowd source data. AI routines will allow for automated QC, and drafting of Navigation Warnings.

  Pilote Sciences des écosystèmes et des océans Automatisation et aide à la décision Automatisation des processus assistée par IA

• 223

  Évaluation automatisée des images satellitaires

  AI routines are being developed and tested to assess large volume of satellite imagery and data to: i) Automatically Identify marine hazards and ii) Change detection – i.e. shorelines or riverbank changes.

  Pilote Sciences des écosystèmes et des océans Perception et compréhension Vision par ordinateur

• 126

  Automated assessment of satellite imagery

  AI routines are being developed and tested to assess large volume of satellite imagery and data to: i) Automatically Identify marine hazards and ii) Change detection – i.e. shorelines or riverbank changes.

  Pilote Sciences des écosystèmes et des océans Perception et compréhension Vision par ordinateur

• 194

  Automated ELOG reporting

  Automatically generate daily insights and reports on use of ELOGs Solution being developed to generate real-time reporting of ELOG use and implementation.

  Pilote Affaires autochtones, aquaculture et gouvernance Automatisation et aide à la décision Automatisation des processus assistée par IA

• 24

  Automated Identification of Vessel Fishing Activity

  Piloting use of vessel AIS data with AI to predict probable fishing activity and provide near real time alerts to officers, aiming to boost compliance coverage and response. Action plan for this initiative: 1. Governance: Supervised under compliance analytics team, reporting to C & P management. 2. Guardrails: Apply strict controls (no personal data), validate accuracy in live pilots, monitoring for unintended use.

  Pilote Secteur des programmes Automatisation et aide à la décision Analytique prédictive

• 221

  Automated Paper Chart Solution

  CHS is working closely with software provider CARIS to test and implement automated solution to generate Paper Charts from digital data sources. AI routines will improve speed and accuracy of solutions (machine learning) as software is refined to ensure product specifications are respected (as they are used for official navigation).

  Pilote Sciences des écosystèmes et des océans Automatisation et aide à la décision Automatisation des processus assistée par IA

• 125

  Automated Paper Chart Solution

  CHS is working closely with software provider CARIS to test and implement automated solution to generate Paper Charts from digital data sources. AI routines will improve speed and accuracy of solutions (machine learning) as software is refined to ensure product specifications are respected (as they are used for official navigation).

  Pilote Sciences des écosystèmes et des océans Automatisation et aide à la décision Automatisation des processus assistée par IA

• 86

  Automatic detection of Arctic whales in aerial images

  In collaboration with Dr. David Clausi and his team at the Vision and Image Processing (VIP) Research Lab (University of Waterloo), we have been developing an algorithm to detect narwhals and belugas in photos from aerial surveys. We are planning to expand to ice seals and walrus.

  Pilote Sciences des écosystèmes et des océans Perception et compréhension Vision par ordinateur

• 64

  Automatic detection of unidentified fish sounds

  We used Random Forestes and Convolutional Neural Networks (CNN) algorithms trained on manually detected fish sounds to detect fish sounds collected on a passive acoustic monitoring project. The result is an easy-to-use, open-source software called FishSoundFinder, implemented with the CNN detector. Random Forests and CNN

  Pilote Sciences des écosystèmes et des océans Perception et compréhension Détection d'événements sonores

• 145

  Automatic detection of unidentified fish sounds

  This completed project used Random Forests and Convolutional Neural Networks (CNN) algorithms trained on manually detected fish sounds to detect fish sounds collected on a passive acoustic monitoring project. The result is an easy-to-use, open-source software called FishSoundFinder, implemented with the CNN detector.

  Pilote Sciences des écosystèmes et des océans Perception et compréhension Détection d'événements sonores

• 193

  Autonomous Task Tracker

  Autonomously complete tasks for fishery officer with multi-agent AI. Solution being developed in region to assist C&P autonomous completion of administrative tasks.

  Pilote Affaires autochtones, aquaculture et gouvernance Automatisation et aide à la décision Automatisation des processus assistée par IA

• 182

  Traductions de base et traitement des données

  We have identified several effective use cases: Processing machine readable data into human readable formats, basic translations, and summarizing large documents and reports into digestible formats. We participated in tests of the DFO Pilot ChatGPT (GPT3) which was available prior to the DFO implementation of MS Copilot. As part of our testing, we identified several effective use cases which apply to both options since they're based on the same under

  Idéation Secteur des programmes IA cognitive et générative IA générative (texte, images, code)

• 116

  BinderBot: A Smart Planning Binder

  Employs AI-driven extraction to identify and compile the most relevant data from technical documents for the planning binder. Streamlines the planning binder process by automatically assembling targeted, information ready for executive review. Saves valuable administrative time and ensures that binder materials are both comprehensive and user-friendly.

  Pilote Sciences des écosystèmes et des océans Automatisation et aide à la décision Automatisation des processus assistée par IA

• 79

  Biological models to support prioritzing salmon stocks under future climates

  This project fits retrospective, life stage-specific models in a data-driven analytical framework to evaluate functional responses to climate variables across the salmon life cycle and make projections for how stocks will respond to climate change scenarios. This modelling approach is intended to be sufficiently flexible to incorporate variability in data quality. Large language models are being used to brainstorm modelling approaches and debug code. AI is not being tasked with developing these models. Large Language Models

  Idéation Sciences des écosystèmes et des océans IA cognitive et générative Simulation et jumeaux numériques