Managed Label Studio Hosting
Data labeling platform for machine learning
What is Label Studio on ManageStacks?
Label Studio is a multi-type data labeling and annotation platform for training machine learning models. ManageStacks deploys Label Studio with persistent storage, team management, and automated backups.
Label Studio is a multi-type data labeling and annotation platform for training machine learning models. ManageStacks deploys Label Studio with persistent storage, team management, and automated backups.
What Label Studio does, and why teams deploy it.
Label Studio is an open-source data labeling platform that supports annotation for text, images, audio, video, time series, and multi-modal data. It provides a flexible, configurable interface that adapts to a wide range of machine learning tasks including NER, classification, object detection, and transcription.
With support for pre-annotation using ML backends, quality review workflows, and export to all major ML formats, Label Studio streamlines the data preparation pipeline. It integrates with cloud storage for large datasets and supports team collaboration with task assignment and agreement metrics.
Everything Label Studio ships with, running on our stack.
- Multi-data-type labeling: text, image, audio, video
- Configurable labeling interfaces with templates
- ML-assisted pre-annotation for faster workflows
- Annotation review and quality agreement metrics
- Cloud storage integration for S3, GCS, and Azure
- Export to COCO, Pascal VOC, YOLO, and custom formats
We handle the parts you shouldn't be writing yourself.
ManageStacks deploys Label Studio with PostgreSQL, persistent file storage, and automated SSL. We handle scaling for large annotation teams and dataset imports so your ML engineers can focus on data quality.
Common questions about Label Studio on ManageStacks.
Can Label Studio on ManageStacks connect to my cloud storage for datasets?
Does ManageStacks support ML backends for Label Studio pre-annotation?
How does ManageStacks handle Label Studio backups?
Deploy Label Studio in under 5 minutes.
Subscribe through your AWS, Azure, or GCP marketplace. We handle provisioning, SSL, monitoring, backups, updates, and security. From $29/app/month.