Auto labeling techniques have revolutionized the annotation process in various fields, enabling faster and more efficient data labeling. In this post, we will explore two popular auto labeling workflows: map projection and tracking. These techniques leverage existing information and object movement patterns to automate the annotation process. 1. Map Projection for Auto Labeling One effective…
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Hyperspec’s offerings to customers encompasses various key features to help businesses accelerate adoption of autonomous systems. Data Management and Model Performance Improvement We provide a comprehensive data management system that enables efficient handling of data. This includes conducting annotations, performing training, and ensuring the verification and validation of model performance. Once the model has shown…
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The rise of autonomous systems, particularly autonomous mobile robots (AMRs), is revolutionizing industries, impacting labor demand and trade deficits. Labor Shortages and Growing Demand From a macro perspective, deploying advanced technology solutions has significant market impact. As we analyze labor and demand, it becomes evident that while the demand for labor is steadily increasing year…
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