A data labeling platform supporting synchronized annotation of 2D images and 3D point clouds, with cross-modal object tracking.
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57.1K
Avg. Session Duration
4 min
Category Rank
#1154
Bounce Rate
0.4%
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.
The Segment Anything Model (SAM) is a cutting-edge image segmentation model developed by Meta AI's Fundamental Artificial Intelligence Research (FAIR) laboratory. Trained on the largest segmentation dataset to date, comprising over 11 million images and 1 billion masks, the model can generate precise segmentation masks based on various prompts such as points, boxes, or text. Its architecture consists of an image encoder, a prompt encoder, and a lightweight mask decoder, enabling real-time mask generation and strong zero-shot performance across diverse segmentation tasks without requiring additional training. By simplifying the annotation process, SAM supports a wide range of applications—from medical imaging to environmental monitoring—and advances the democratization of image segmentation.
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.
Lunit develops professional software solutions that improve cancer diagnosis and treatment through high-precision analysis of medical images. Its products cover chest X-rays, mammography, and histopathology slide analysis, helping clinicians detect cancer earlier and identify patients who may benefit from immunotherapy. Lunit's tools are clinically validated, FDA-cleared, and integrated into hundreds of healthcare institutions worldwide, providing radiologists and pathologists with faster and more reliable assessment support.
Picterra is a comprehensive geospatial machine learning platform designed to simplify the creation and deployment of deep learning models for analyzing satellite, drone, and aerial imagery. It offers a no-code interface, intelligent annotation tools, and automated workflows that reduce model development time from months to days. The platform supports diverse image types and integrates with GIS systems, enabling users to efficiently perform large-scale object detection, change detection, and land parcel analysis. Picterra also offers specialized products such as Picterra Tracer, designed for compliance and sustainability monitoring in agriculture and forestry.
PlantIn is a comprehensive AI-powered platform that helps plant enthusiasts identify over 16,000 plant species with high accuracy and provides customized care guidance. Leveraging advanced machine learning models and an extensive database of plant symptoms, PlantIn enables instant plant identification, early diagnosis of diseases, and personalized care plans based on environmental factors. Additionally, users can connect with professional botanists online to receive expert advice, making plant care simple and efficient for everyone from beginners to experts.
Ultralytics is a leading computer vision AI company renowned for its advanced YOLO (You Only Look Once) models, which deliver fast, accurate, and versatile solutions for tasks such as object detection, segmentation, pose estimation, and tracking. The company's platform includes Ultralytics HUB, a no-code interface that enables efficient creation, training, and deployment of machine learning models across cloud, edge, and mobile devices. Supporting multiple deployment formats and integrating with mainstream AI tools, Ultralytics empowers users from beginners to enterprises to seamlessly build and deploy vision AI applications.
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The Segment Anything Model (SAM) is a cutting-edge image segmentation model developed by Meta AI's Fundamental Artificial Intelligence Research (FAIR) laboratory. Trained on the largest segmentation dataset to date, comprising over 11 million images and 1 billion masks, the model can generate precise segmentation masks based on various prompts such as points, boxes, or text. Its architecture consists of an image encoder, a prompt encoder, and a lightweight mask decoder, enabling real-time mask generation and strong zero-shot performance across diverse segmentation tasks without requiring additional training. By simplifying the annotation process, SAM supports a wide range of applications—from medical imaging to environmental monitoring—and advances the democratization of image segmentation.
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.
Lunit develops professional software solutions that improve cancer diagnosis and treatment through high-precision analysis of medical images. Its products cover chest X-rays, mammography, and histopathology slide analysis, helping clinicians detect cancer earlier and identify patients who may benefit from immunotherapy. Lunit's tools are clinically validated, FDA-cleared, and integrated into hundreds of healthcare institutions worldwide, providing radiologists and pathologists with faster and more reliable assessment support.
Picterra is a comprehensive geospatial machine learning platform designed to simplify the creation and deployment of deep learning models for analyzing satellite, drone, and aerial imagery. It offers a no-code interface, intelligent annotation tools, and automated workflows that reduce model development time from months to days. The platform supports diverse image types and integrates with GIS systems, enabling users to efficiently perform large-scale object detection, change detection, and land parcel analysis. Picterra also offers specialized products such as Picterra Tracer, designed for compliance and sustainability monitoring in agriculture and forestry.
PlantIn is a comprehensive AI-powered platform that helps plant enthusiasts identify over 16,000 plant species with high accuracy and provides customized care guidance. Leveraging advanced machine learning models and an extensive database of plant symptoms, PlantIn enables instant plant identification, early diagnosis of diseases, and personalized care plans based on environmental factors. Additionally, users can connect with professional botanists online to receive expert advice, making plant care simple and efficient for everyone from beginners to experts.
Ultralytics is a leading computer vision AI company renowned for its advanced YOLO (You Only Look Once) models, which deliver fast, accurate, and versatile solutions for tasks such as object detection, segmentation, pose estimation, and tracking. The company's platform includes Ultralytics HUB, a no-code interface that enables efficient creation, training, and deployment of machine learning models across cloud, edge, and mobile devices. Supporting multiple deployment formats and integrating with mainstream AI tools, Ultralytics empowers users from beginners to enterprises to seamlessly build and deploy vision AI applications.