iMerit Product Overview
iMerit is a leading Artificial Intelligence (AI) data solutions company that provides an end-to-end platform for generating high-quality training and validation data. The company specializes in enhancing AI and machine learning (ML) initiatives across various industries, including autonomous mobility, healthcare AI, and Generative AI.
Key Services and Solutions
Data Annotation
iMerit offers a comprehensive range of data annotation services that are crucial for training and validating AI models. These services include:
- Image Annotation: Supports bounding boxes, keypoint annotation, polygon annotation, image classification, semantic segmentation, and LiDAR annotation.
- Video Annotation: Features bounding-box annotation, polygon, keypoint, and semantic segmentation annotation. The video annotation tool also includes automation to interpolate polygons and segmentations across video frames and supports chronological time stamp functionality.
- Text Annotation: Includes sentiment analysis, intent analysis, named entity recognition (NER), natural language processing (NLP), and entity classification. iMerit’s NLP solutions help in extracting business insights and building next-generation conversational technology.
- Audio Transcription: Converts audio data into text and labels it for further machine learning processing.
Multi-Sensor Fusion
iMerit’s 3D Multi-Sensor Fusion Tool is a standout solution that integrates data from multiple sensors such as LiDAR, radar, UV, Infrared, and cameras. This tool enables comprehensive 3D and 2D perception of the environment, timeline-based segmentation to track objects and velocities, and precise annotation to ensure accuracy and consistency. It features an intuitive user interface, streamlined data pipelines, and integrated automation using machine learning and computer vision techniques.
Automation and Efficiency
iMerit’s solutions are designed to accelerate AI development cycles by combining smart automation with human expertise. The tools automate tasks such as frame-by-frame video annotation and integrate techniques from machine learning, computer vision, and video interpolation to improve throughput, efficiency, and accuracy.
Content Moderation and Product Categorization
In addition to annotation services, iMerit provides content moderation to monitor, assess, and filter user-generated content, detecting offensive content. The company also offers product categorization, which helps in categorizing images, videos, and text into defined categories, facilitating new product suggestions, query-understanding algorithms, and personalized recommendations.
Radiology and Healthcare AI
iMerit’s Radiology Editor supports medical imaging annotation, working with various formats and handling DCOM files. This suite is part of their broader healthcare AI solutions, which include annotating and enriching medical datasets to transform healthcare processes.
Key Features and Functionality
- Multi-Sensor Data Integration: Combines data from various sensors for comprehensive 3D and 2D perception.
- Automated and Human Annotation: Seamlessly integrates automated and human annotation to ensure accuracy and consistency.
- Timeline-Based Segmentation: Tracks objects and velocities across multiple frames of a sequence.
- User-Friendly Interface: Offers an intuitive and easy-to-use experience for creating, editing, or auditing annotations.
- Streamlined Data Pipelines: Accelerates annotation processes, boosting efficiency and productivity.
- Integrated Automation: Uses machine learning, computer vision, and video interpolation to improve throughput and accuracy.
- Support for Various Formats: Works with multiple file formats, including .mp4, .mov, .webm, .ogg, and DICOM files.
- Advanced NLP Solutions: Enriches, annotates, and labels data for conversational AI, digital document analysis, and knowledge base curation.
Platform and Ecosystem
iMerit’s solutions are available on the Ango Hub platform, which enables clients to automate their data pipelines, create proprietary data outputs, and ensure end-to-end security to bring AI into production. With a global presence and deep industry expertise, iMerit supports Fortune 500 companies in accelerating their data-centric AI initiatives.
In summary, iMerit provides a robust suite of AI data solutions that leverage automation, human expertise, and advanced technologies to deliver high-quality training and validation data. Their services and tools are designed to enhance efficiency, accuracy, and productivity in various AI and ML applications.