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Build Custom Pipelines

Helping you build, automate and scale powerful computer vision pipelines

Pipeline functions

At Dataloop, we treat our plugins as building blocks – arranged and cemented together via designated triggers – collectively forming complete and powerful computer vision pipelines. With our platform as your automation engine, you are able to accelerate the following tasks:

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Data collection

Direct M2M integration via Rest API, so you can stream raw data directly from your sources into our platform immediately upon creation

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Data preparation

Create event-driven automation for running pre and post processing functions, then integrate models into annotation workflows for faster dataset production

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Data management

Take charge of your data structure, workflows and collaborations - add metadata to selected items, query and distribute data, or clone items to keep track of variations

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Experimentation

Manage training iterations and experiments with logic triggers, define standards for accuracy rates, and deploy pipelines in production with automated validation

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Production validation

Receive real-time visualization of object detection and segmentation in production, validated for accuracy and audited by our integrated human-in-the-loop workforce

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transfer KNOWLEDGe

Use Dataloop's transfer learning to leverage knowledge from pre-trained models and apply it to new data that comes from production

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AI & DATA OPS

Data Ops
 

Manage, collaborate, distribute and utilize your data operations, all integrated seamlessly and managed via single point of access.


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Production
Pipelines

Build custom automation pipelines within our serverless environment, to reach production faster and scale indefinitely.


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Enterprise-grade data engine

Ensuring highest data standards that serve your entire data organization, allowing cross-functional collaboration while keeping your data access internal

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Privacy

Custom authentication and role permission enforcement. Using advanced Kubernetes-powered infrastructure for on-premises or private storage deployments

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Security

Full encryption to keep your data constantly safe, compliant with military-grade security standards and certified by comprehensive system audits

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Scalability

High performance for large volumes of data with 99.9% uptime SLA, providing auto-scaling infrastructure that supports your ever-growing data operations

Powering vision AI teams across the globe
Helping companies create AI-driven products, from development to large-scale production

Michael Maman
CTO, Seedo
Ido Ariav
Deep Learning Lead,
Elbit Systems
Nikita Chizhov
SW Developer for AI Pipeline, Nyris GmbH