How to Build Your Own Supervisely
Replace Supervisely with a custom build. Curate, Label and Build Production Models in One Platform
Build Difficulty: 4/5
A few focused days to build a solid replacement
Estimated Timeline
Based on 74 features at Few Days difficulty, expect about 3-5 days with AI-assisted development.
Recommended Tech Stack
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Key Features to Replicate
Top features across 8 categories. See all 74 features
Annotation(20 features)
3D bounding box annotation with automatic adjustment and tracking
Advanced alpha channel matting for image annotations
Multi-planar and 3D perspective annotation for medical imagery with HIPAA compliance and anonymization
Support for 64-bit and higher color depth images
Support for huge images with 1000+ labels
+15 more in this category
Model Training(9 features)
Human-in-the-loop framework to improve models iteratively
Automated end-to-end training pipelines
Export model checkpoints without vendor lock-in
Train models on cloud infrastructure without local resources
Integration of custom trained models into the platform
+4 more in this category
Data Management(7 features)
Create custom data augmentation pipelines
Organize and manage datasets with advanced search, visualization and filtering
Support for hundreds of popular formats including PascalVOC, COCO, and custom formats
Tools to migrate from Labelbox, Roboflow, V7 and other platforms
Tools for data augmentation and pre-processing
+2 more in this category
Security(7 features)
Comprehensive activity logs for audit and tracking
Support for custom SSL certificates for enterprise deployments
Tools for anonymizing sensitive medical data
HIPAA-compliant features for medical data handling
Platform deployment on secure private networks without internet access
+2 more in this category
AI(5 features)
Smart tools based on SAM2, ClickSEG and others to create perfect labels in one click
AI-powered refinement of rough cuboid placements to precise boundaries
Automatic detection and labeling of ground surfaces in 3D scenes
Support for CLIP embeddings for semantic search and analysis
Interactive AI features including detection, segmentation, tracking, keypoints and planes
Collaboration(4 features)
Track and manage issues within labeling projects
Testing and certification system for labelers
Organize and manage annotation workflows with job queues
Multi-user collaboration with role-based access control and team management
Infrastructure(4 features)
Content delivery network for fast video streaming
Integration with custom CDN infrastructure
Easy GPU connection for neural network training and inference
Real-time video transcoding for optimal playback
Integrations(4 features)
Connect local or remote cloud storages like AWS S3, Google Cloud Storage and Azure with no data duplication
Portal for developers to publish and manage apps
Python SDK for programmatic access and automation
REST API for integration with external systems
Cost Calculator
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Total Cost Comparison
DIY hosting estimate based on Vercel + Supabase free/pro tiers (~$20/mo). Build time estimated from 74 features at easy complexity.