1. [Home](https://www.g2.com/) 2. ... 3. [Data Labeling Software](https://www.g2.com/categories/data-labeling) 4. [Deepen 4D Discussions](https://www.g2.com/products/deepen-4d/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_d590a71d9fbe91dd8d2b400ece68a343/deepen-4d.jpg "Product Avatar Image") ](/products/deepen-4d/reviews) [ Deepen 4D ](/products/deepen-4d/reviews) 0 ratings Deepen 4D is an advanced data annotation and calibration platform designed to enhance the development of autonomous systems and robotics. It offers a comprehensive suite of tools and services that streamline the processes of labeling, calibrating, and validating multi-sensor data, ensuring high accuracy and efficiency in machine learning and AI applications. Key Features and Functionality: - Annotation Tools: Provides AI-powered 2D and 3D annotation capabilities, including bounding boxes, semantic segmentation, and point cloud labeling. Features such as one-click bounding boxes and machine learning-assisted object detection and tracking significantly improve labeling speed and accuracy. - Calibration Suite: Offers multi-sensor calibration solutions that support various sensor types, including LiDAR, cameras, radar, and IMU. The platform enables users to calculate intrinsic and extrinsic calibration parameters swiftly, with advanced visualization features for precise calibration accuracy assessment. - Validation Mechanisms: Includes automated quality checks to identify common labeling issues, collaborative feedback loops for annotation refinement, and comprehensive issue management systems to track and resolve data inconsistencies. Primary Value and User Solutions: Deepen 4D addresses the critical need for precise and efficient data annotation and calibration in the development of autonomous systems. By automating and streamlining these processes, it reduces the time and resources required for data preparation, allowing organizations to focus on innovation and deployment. The platform's robust quality assurance measures ensure the reliability of annotated data, which is essential for the safety and performance of AI-driven applications. Additionally, its scalability and flexibility make it suitable for enterprises and startups alike, facilitating the advancement of autonomous technologies across various industries. Show More When users leave Deepen 4D reviews, G2 also collects common questions about the day-to-day use of Deepen 4D. These questions are then answered by our community of 850k professionals. Submit your question below and join in on the G2 Discussion. * * * ### 0.0 Nps Score ### All Deepen 4D Discussions Search Most CommentedMost HelpfulCommon QuestionsNewest All DiscussionsDiscussions with CommentsCommon QuestionsDiscussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Common Questions Newest Filter by All Discussions Discussions with Comments Common Questions Discussions without Comments Sorry... There are no questions about Deepen 4D yet. ## Start a New Software Discussion Have a software question? Get answers from real users and experts [Start A Discussion](/products/deepen-4d/discussions/new?entry_point=discussions%23product) * * * ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_d590a71d9fbe91dd8d2b400ece68a343/deepen-4d.jpg "Product Avatar Image") ### Have you used Deepen 4D before? Answer a few questions to help the Deepen 4D community [ Yes ](javascript:void(0))[ Yes ](https://www.g2.com/login?context=product_review&return_to=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdeepen-4d%2Fdiscuss%3Fsmall_ask%3Ddeepen-4d) No