Pipeline PluginsCreated with Sketch.

Build Custom Plugins

Start building and running your own automation functions

Featured plugins

Model serving

Generate functions in your data by running all kinds of models and logics, accessible via direct http requests. Can be performed on any device using your own custom Python code

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Pre / post data processing

Perform automatic functions on the data to prepare and refine it, both before, during and after it goes into annotation workflows, training sessions and deployment in production

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Human-in-the-loop

Weave human and machine functions together into unified data preparation workflows, incorporating active learning and custom models while keeping unneeded manual actions at a minimum

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Frontend plugins

Build your own annotation tools and studio features, all displayed and accessed via the platform UI, giving your team tailor-made apps for reaching dataset production faster 

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Plugin features

At Dataloop, we treat our plugins as building blocks – arranged and cemented together via designated triggers – collectively forming complete and powerful computer vision pipelines. To drive this automation engine, we begin with powerful plugins that offer these features:

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Function Automation

Plugins are automated functions that run on your data, initiated in a hosting server or within the UI and interacted with as sync or as async functions

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Database Automation

Plugins are held together by triggers - automated actions or events that initiate plugins following platform events, direct calls for models, or during scheduled actions

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Serverless Automation

Plugins run on cloud-based Kubernetes-powered infrastructure, with advanced replica sets for instant auto-scaling of your workloads on demand

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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