The Annotation Dark Factory
Automate YourAnnotation Workflows
Streamline your 2D/3D auto-annotation pipelines with enterprise-grade orchestration, powered by Apache Airflow and Google Cloud.
Available Pipelines
Choose from our pre-configured annotation pipelines or create custom workflows.
2D Auto Annotation
Object detection, segmentation, and labeling
3D Point Cloud
LiDAR annotation and 3D bounding boxes
SAM Segmentation
Segment Anything Model for precision
Everything You Need
A complete solution for managing your auto-annotation pipelines at scale.
AI-Powered Annotation
Leverage state-of-the-art models for automatic 2D and 3D annotation with high accuracy.
High Performance
Process large datasets efficiently with Apache Airflow orchestration at scale.
Enterprise Security
Secure, multi-tenant architecture with role-based access control and audit logs.
Real-time Monitoring
Track job progress and view detailed analytics dashboards in real-time.
How It Works
Get started in minutes with our streamlined workflow.
Upload Your Data
Upload images or point clouds to Google Cloud Storage
Select Pipeline
Choose from 2D, 3D, or custom annotation pipelines
Configure & Launch
Customize parameters and start the annotation job
Download Results
Get your annotated data in industry-standard formats