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Securing public spaces is of vital importance for businesses and governments. Functioning security systems reassure customers, streamline public services, and ultimately protect both profits and people. However, guaranteeing that spaces remain crime and danger free means committing significant resources to surveillance and security staff. Monitoring security cameras requires patience, and

Search and rescue in a marine environment is a demanding, year round responsibility. On an average day the Canadian Coast Guard responds to 9 search and rescue incidents, assists 68 people and saves 18 lives. The ocean is a dynamic and unpredictable space to operate in for both machines and

Image and video annotation are helping to launch a range of AI systems in the world of sport and fitness. Computer vision based AI models are now able to interpret the movements of the human body and infer specific information. These applications will improve performance for both professional athletes and

Data creation defined Finding the right image and/or video data for computer vision based machine learning projects can be challenging. The vast majority of data for AI training is collected from open sources such Imagenet and Google Open Images. Datasets assembled from online repositories are then annotated using annotation

Computer vision projects are reliant on steady streams of high quality training data. As companies grow, so do demands for annotated images and video. However, meeting this ever accelerating demand can be a challenge for annotators and annotation management. Labeling thousands of frames of video involves an enormous investment of

Creating and annotating the quantities of image and video data required for computer vision based AI projects to succeed is a significant challenge. Coordinating large volumes of time consuming, accuracy dependent work across a large, distributed workforce necessitates conscientious management. This burden of management can distract from the core mission

Augmented Reality (AR) is an emerging technology trend that has potential applications across a wide range of industries. AR enhances our experience of real-world environments by inserting digitally produced information into the viewer's perception in a variety of ways. This can mean attaching specific information to particular real-world