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Lightly AI is an innovative platform designed to streamline the process of image data annotation, a crucial step in training artificial intelligence (AI) and machine learning (ML) models. By leveraging advanced automation and machine learning algorithms, Lightly AI significantly enhances the efficiency, accuracy, and scalability of image annotation tasks. This platform is particularly beneficial in fields such as healthcare, where it accelerates the annotation of medical images, and in the automotive sector, where it supports the development of datasets for autonomous driving systems.

Key features of Lightly AI include automation in annotation, which reduces manual labor and minimizes errors, and augmented precision and consistency, achieved through state-of-the-art AI models trained on diverse datasets. The platform also offers scalability, allowing organizations to handle large volumes of data without compromising speed or accuracy. Additionally, Lightly AI provides a user-friendly interface that facilitates easy navigation and management of annotation projects, making it accessible to both technical and non-technical users.

Lightly AI's customization and flexibility enable users to tailor the annotation process to meet specific industry needs, such as adding new categories or integrating with other data tools. By optimizing the annotation process, Lightly AI helps organizations reduce costs associated with manual annotation, allowing resources to be reallocated to other strategic areas. The platform is committed to continuous improvement, regularly updating its algorithms and features based on user feedback and technological advancements.

Lightly helps machine learning teams to build better models through better data. It allows companies to select the right data for model training by using active learning. Intelligently select the best samples for model training through advanced filtering and active-learning algorithms. * Balance your class distributions, remove redundancies and dataset bias. Label only the best data for model training until you reach your target accuracy. * Analyze the quality and diversity of your datasets. Better understand your data with Lightly's holistic views from the big picture down to the smallest nuances of your data. Uncover class distributions, dataset gaps, and representation biases before labeling to save time and money. * Monitor your model performance in production. Spot outliers and failure cases. * Select out-of-distribution data directly on the edge or cloud. Send data back for retraining and updating the model. * Manage your dataset. Track different versions, and once your dataset is ready, simply share with labeling with the click of a button. That's Lightly: The end-to-end active learning

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Software Development

Active Learning Tools Software

Website: lightly.ai

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Lightly AI

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