The world of artificial intelligence is rapidly evolving, and as AI performance improves from 95% to 99.99999%, traditional annotation methodologies are no longer sufficient to keep up with the changing AI landscape. Organizations that fail to adapt risk falling behind the competition. To address this issue, Hyperspec AI has launched RoadMentor, a SaaS platform designed…
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Image stitching is the process of combining multiple images together to create a seamless panorama or a large-scale image. This technique is commonly used in photography, virtual reality, and mapping applications. In this blog, we will take a deep dive into the concepts of image stitching, including sensor and vehicle frame of reference, origin point,…
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CVAT (Computer Vision Annotation Tool) is an open-source annotation tool for computer vision tasks that allows users to label and manage large datasets quickly and efficiently. Integrating CVAT with an MLFlow framework can streamline the data labeling process and make it easier to track and analyze the performance of your machine learning models. Here is…
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Noise is an inherent part of any machine learning (ML) model development process. It refers to any random or unpredictable variations in the data that can impact the accuracy of the model. Noise can come from a variety of sources, including measurement errors, data quality issues, and even the sampling process itself. In the process…
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