Efficient and maintainable AI infrastructure for deep learning data

Fast setup.From zero to automation under an hour.

Fully customizable.Create project-specific throughput configurations for your data.

Easy to integrate.Integrate with anything.
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Robust ML Lifecycle Management


Linear Logic is designed to facillitate an agile workflow and systematic approach on Machine Learning projects. We provide one integrated solution to manage the entire Machine Learning lifecycle.

Trusted by AI pioneers.

ANNOTATE


Human Understanding


A model is only as good as the data it's trained on. Being able to quickly iterate upon your data is key to create more performant models. Bring together your data, labels and model predictions for in-depth insights.


Data Querying & Visualization

Instance Segmentation

RADICALLY EFFICIENT DATA ANNOTATIONS


Annotations at Scale


Humans are particulary bad at repeatedly performing high precision tasks. We believe that the only way to scale your AI operations is by minimising the manual labour required to do so. Use ML-supervised tooling to reduce annotation time by up to 90%!


Clear data orchestration for hyperspeed dataset curation.
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Complete
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MANAGE


Manage Your Data


Quickly choose what data to label with active learning and advanced querying. Visualize data, identify edge cases with integrated model predictions, and make continuous iterations.


ZERO TO AUTOMATE


Workflow Automation


Structure the throughput of your data. Add consus stages, automatically assess annotator uniformity, bring models in the loop and audit tasks.


One integrated solution.

Version control


Never lose track of your annotation versions as your dataset evolves. Reference each model to a dataset version.

Automated annotations


The only way to scale your AI operations is to minimize manual labour. Work with your ML-models and automate the annotation process.

Results evaluation


Identify weak spots in your models or edge-cases using our sorting and visualization tooling.

Deploy models


Train your models on the cloud and directly deploy a production-ready ML-model accessible by API.

EVALUATE


Test, Validate and Debug Models


Bring together your data, labels and model predictions to assess performance and indentify edge-cases.


Model Performance

Everything that you have been doing.

Object Detection
Instance Segmentation
Semantic Segmentation
Classification
OCR
Action Recognition
Keypose Estimation
Polylines
3D Cuboids
What we offer

What we offer


Iterate to innovate. Quickly search through troves of data to identify edge-cases and use our annotation tooling for hyperspeed dataset curation.


Linear Logic provides a unified process to structure your data, optimized for the ease of experimentation.

Deploy

Linear Logic Launch


The most cost effective model deployment solution

Get Started Today