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Description

Deepen AI provides cutting-edge tools and services for multi-sensor data labeling and calibration, aimed at enhancing the training process for computer vision applications in autonomous vehicles, robotics, and beyond. Their annotation suite addresses numerous critical use cases, which include 2D and 3D bounding boxes, semantic and instance segmentation, polylines, and key points. Powered by artificial intelligence, the platform boasts pre-labeling features that can automatically tag up to 80 commonly used classes, resulting in a productivity boost of seven times. Additionally, it incorporates machine learning-assisted segmentation, enabling users to segment objects effortlessly with minimal clicks, alongside precise object detection and tracking across frames to eliminate redundancy and conserve time. Furthermore, Deepen AI’s calibration suite accommodates all essential sensor types, such as LiDAR, cameras, radar, IMUs, and vehicle sensors. These sophisticated tools facilitate seamless visualization and inspection of the integrity of multi-sensor data, while also allowing for the rapid calculation of intrinsic and extrinsic calibration parameters in mere seconds. By streamlining these processes, Deepen AI empowers developers to focus more on innovation and less on manual data handling.

Description

makesense.ai is an accessible online platform designed for photo labeling that doesn’t come with any installation hassles, as users can simply navigate to the website to get started. Regardless of the operating system in use, the tool strives to offer a genuinely cross-platform experience. It is particularly suited for small-scale deep learning projects in computer vision, significantly streamlining the dataset preparation process. Users can easily download the labeled data in various supported formats after completing their work. Built using TypeScript, the application leverages the powerful combination of React and Redux for its framework, ensuring a smooth and efficient user experience. With its user-friendly interface and versatile capabilities, makesense.ai is an excellent resource for researchers and developers alike.