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segmentsai

segmentsai

A data labeling platform supporting synchronized annotation of 2D images and 3D point clouds, with cross-modal object tracking.

Research ToolsImage RecognitionImage Segmentation
segmentsai screenshot
OverviewAlternatives

Monthly Visits

57.1K

Avg. Session Duration

4 min

Category Rank

#1154

Bounce Rate

0.4%

What is segmentsai?

Segments.ai is a professional data annotation platform designed to streamline the labeling workflow for machine learning teams working with multimodal sensor data. The platform supports simultaneous annotation of 2D images and 3D point clouds, offering advanced automation, batch processing, and an integrated 2D-3D interface. With features such as merged point cloud mode, automatic tracking, and customizable workflows, Segments.ai accelerates the creation of high-quality training datasets, reduces manual effort, and ensures consistent object tracking across modalities and time. Its robust API and Python SDK enable seamless integration into existing data pipelines, making it the platform of choice for robotics, autonomous vehicles, and other sensor-rich industries.

Key Features of segmentsai?

Multi-sensor Annotation
Annotate 2D images and 3D point cloud data from multiple sensors within a single unified interface, ensuring dataset consistency and efficiency.
Integrated 2D-3D Annotation
Project and synchronize annotations between 3D point clouds and 2D camera images for faster and more accurate multimodal annotation.
Batch Processing and Merged Point Clouds
Accelerate annotation of dynamic and static objects using batch and merged point cloud modes, enabling efficient cross-sequence annotation and improved visibility for sparse data.
Automated Annotation and Tracking
Propagate labels across frames using automation tools such as keyframe interpolation and object tracking, reducing manual corrections and accelerating workflows.
Customizable Workflows and Collaboration
Support collaborative annotation, quality control, and customizable workflows, including real-time collaboration and advanced assignment techniques.
API and SDK Integration
Seamlessly integrate into existing pipelines using Python SDK and API for dataset management, sample upload, and label download.

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GTS.ai specializes in providing comprehensive data collection and annotation services for machine learning applications. Their offerings include extensive datasets in image, video, audio, and text formats, designed to meet the specific requirements of AI development projects. With a global team and strict adherence to data privacy standards such as HIPAA and GDPR, GTS.ai ensures that data is sourced securely, accurately, and ethically. Their services support a wide range of industries by delivering customized datasets that enhance model training and performance.

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