Powerful Platform, Expert Customization - Complex Computer Vision Problems Require Tailored Solutions

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Any model can be integrated with Tator, whether developed by your organization or by CVision. We have experience with many processing architectures, including cloud, on-prem, and in-browser.

Through its offering of ShoreSight and Shoalsight video recording systems, CVision AI enables organizations to reliably record and store video and sensor data. Supporting both single and multi camera deployments, we have a system that can meet the recording needs of your business.

Tator imports and displays any type of sensor data you record with your video, including GPS, depth, altitude, temperature, pressure, and more

Our integrations with the latest AI algorithms can speed up your annotation workflows, including those involving measurement or volumetric estimates.

Visualize algorithm performance and create actionable insights with our flexible dashboards.

Experience accelerated visual analysis with Tator®

A comprehensive digital asset management platform, Tator offers more than just video analysis. View the entire data process lifecycle with complete provenance tracking from our robust data lakehouse architecture. Powerful search capabilities facilitate tailored business intelligence dashboards, providing summary or live statistics of events. Create robust QA/QC workflows for reviewing algorithm or manual analysis performance.

With Tator, enable a seamless analysis experience by integrating customers' unique algorithms, video feeds, and metadata into one interface. Customers can access actionable insights from any location, at any time with just a browser and a keyboard. Tator is built to be infinitely scalable in hybrid cloud environments while adhering to rigorous security and enterprise integration standards.

Your browser does not support the video tag.

Tator imports and displays any type of sensor data you record with your video, including GPS, depth, altitude, temperature, pressure, and more

Our integrations with the latest AI algorithms can speed up your annotation workflows, including those involving measurement or volumetric estimates.

Visualize algorithm performance and create actionable insights with our flexible dashboards.

Digital Asset Management Data Management Extract, Transform, Load Video and Image Annotation Simplified MLOps Visual Analytics

Digital Asset Management

Host, share, stream, and organize all your digital assets through a browser interface. Manage your entire media library with powerful organization tools, secure sharing capabilities, and seamless streaming functionality. Video, images, audio, and generic files can be uploaded and hosted on Tator, making all your digital assets accessible to your team. Media can be organized via projects, folders, and searchable custom attributes. For a quick look, media can be viewed with static and animated thumbnails, or media can be played at multiple resolutions and rates directly in the platform. Tator supports individual and bulk file downloads, making it easy to export data to other native or cloud based tools. Tator has a customizable, scalable video encoding capability that allows definition of optimized downloadable and streaming media formats, ensuring the right balance between storage and quality for your use case. Customized media lifecycle strategies ensure you are never spending more on storage than necessary.

Data Management

Define custom structured metadata and know its provenance. Create robust data schemas, track data lineage, and maintain complete visibility into your data's origin and transformations. Tator has a flexible metadata system that can describe virtually any concept in video or imagery, allowing you to build the raw metadata needed to conduct a useful analysis. Through its system of users, layers, versions, and change logs, Tator provides the tools needed to know the provenance of your data - every piece of data created, edited, or deleted is tracked, providing full traceability down to the level of individual attributes. Database performance is tuned for large queries, allowing the retrieval of tens of thousands of annotations in seconds. All metadata is indexed in Elasticsearch, allowing for fast aggregation operations, search, and retrieval. Complex labeling tasks are facilitated with hierarchical label tree definitions.

Extract, Transform, Load

Support ETL workflows with instant frame-accurate image and clip extraction. Process large volumes of video data efficiently with precision timing and automated workflows. Tator facilitates video ETL workflows through its various media extraction utilities. Through its REST API, you can quickly extract frame or localization imagery at a precise frame number, enabling workflows such as computer vision algorithm training or dataset exploration. Tator also supports export of animated sequences, including extraction of video clips and animated sequences of track localizations.

Video and Image Annotation

Annotate media, frames, objects, tracks, and activities. QA/QC with built-in review tools. Create precise annotations with collaborative workflows and comprehensive quality control. Through a flexible user interface, your team can draw dots, lines, boxes, and polygons, label frame ranges and discrete events, and create tracks; each of these can be described in place upon creation with a customizable set of attributes. Through custom front-end applets, annotation can be accelerated with AI assistance using standing inference servers or client side processing. Quality assurance and quality control workflows are facilitated through annotation layers and permission systems. Frame accurate playback and seek, frame stepping, and frame scrubbing features in combination with real time annotation drawing allow reviewers to do their job as efficiently as possible. Multi-stream videos allow annotation of multiple synchronized videos at once. Convenience features such as bookmarks, favorites, and link sharing help annotators stay on top of their workloads.

Simplified MLOps

AI-assisted annotation and scalable batch inference with one click. Streamline your machine learning operations with automated workflows and intelligent assistance. Tator enables scalable batch inference of AI-based computer vision algorithms with one click as well as in-line inference on video frames or images through the annotation view. Through its use of Argo Workflows, not only computer vision but virtually any asynchronous work can be executed with Tator, including tasks such as report generation. Workloads can be tracked through the user interface, or users can be notified upon workload completion via email. Workloads can be executed on other services, such as AWS Lambda or AWS SageMaker, by delegating from a lightweight Argo workflow. Tator also allows organizations to register their own processing resources for remote execution of asynchronous workloads, giving the flexibility to fully leverage on-premise resources or cloud processing credits or discounts with different cloud providers.

Visual Analytics

Aggregate, visualize, and report the information you need. Transform your data into actionable insights with powerful visualization tools and comprehensive reporting capabilities. Tator facilitates visualization and analysis through a combination of built-in analytics tools and a custom dashboard capability. With Tator's localization analytics view, reviewers can quickly search, review, and correct localization metadata. A dedicated bulk corrections interface allows users to quickly apply modifications at the media level. The summary dashboard allows users to visualize and export a tabulation of a filtered dataset within a project. Through custom dashboards, interactive applets can be registered with a project that analyze raw metadata and display results. They allow use of third party visualization libraries such as D3 as well as import of cross-origin data so they can work with other tools and data sources.

ShoreSight and ShoalSight - All in one solutions for recording, uploading, and analyzing video data in any environment

Camera hardware with wireless uploads to automatically footage to the cloud. Hand-selected optics, cameras, cases, and server. Turnkey integration with Tator. Experience with advanced setups like stereo and time-of-flight cameras.

Trusted by major organizations

See our work in action

Annotation with a Global Team

National Geographic Society

Collaborative annotation workflows enabling distributed teams to work together on large-scale projects.

Fisheries Sampling Imagery

National Oceanic and Atmospheric Administration

Building a comprehensive image library for fisheries research and species identification.

Controlling Underwater Robotic Vehicles

Monterey Bay Aquarium Research Institute

Computer vision solutions for autonomous underwater vehicle navigation and control systems.

SmartPass

Environmental Defense Fund

Advanced computer vision algorithms for recognizing and categorizing activities in marine environments.

CAPSTONE

National Oceanic and Atmospheric Administration

Using CAPSTONE for education and research, enabling annotation of deep-sea exploration data for marine ecosystem studies.

OpenEM

National Fish and Wildlife Service

A data science competition and open source toolkit for electronic monitoring algorithms in fisheries management.

Groundfish Stock Assessment

The School for Marine Science and Technology

Automated fish counting and tracking for New England groundfish fishery population surveys.

Scallop Stock Assessment

The School for Marine Science and Technology

Automated scallop detection and measurement for population dynamics studies in Georges Bank.