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:
Data collection
Direct M2M integration via Rest API, so you can stream raw data directly from your sources into our platform immediately upon creation
Data preparation
Create event-driven automation for running pre and post processing functions, then integrate models into annotation workflows for faster dataset production
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
Experimentation
Manage training iterations and experiments with logic triggers, define standards for accuracy rates, and deploy pipelines in production with automated validation
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
transfer KNOWLEDGe
Use Dataloop's transfer learning to leverage knowledge from pre-trained models and apply it to new data that comes from production
Explore more Production Pipelines features
Build custom plugins
Start building automation functions
Build Custom Pipelines
Automate your entire ML process
Serverless Data Applications
Run and grow your pipelines
Explore more of our platform
Data
Management
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
Privacy
Custom authentication and role permission enforcement. Using advanced Kubernetes-powered infrastructure for on-premises or private storage deployments
Security
Full encryption to keep your data constantly safe, compliant with military-grade security standards and certified by comprehensive system audits
Scalability
High performance for large volumes of data with 99.9% uptime SLA, providing auto-scaling infrastructure that supports your ever-growing data operations
“Working with Dataloop has proven to save Odysight.AI significantly in regards to money and time, by automating once tedious data-engineering and models’ evaluation procedures”
“The team at Dataloop provide a powerful platform with a suite of tools. Thanks to Dataloop, we're able to successfully test our algorithms and improve our ADAS and autonomous driving features"
“Data accuracy is critical to the development of our autonomous systems. Dataloop provides our team with a powerful and intuitive platform that allows us to create top quality and accurate datasets”
