Diffgram
The Training Data Platform for Machine Learning.
Overview
Diffgram is an open-source platform for creating and managing training data for machine learning. It provides a suite of tools for data annotation, workflow automation, and data versioning. Diffgram is designed to be a comprehensive solution for the entire training data lifecycle and can be self-hosted for maximum control and security.
✨ Key Features
- Annotation for images, videos, and other data types
- Workflow automation and orchestration
- Dataset management and versioning
- Open-source and self-hostable
- Collaborative annotation features
🎯 Key Differentiators
- Open-source and self-hostable
- Comprehensive platform for the entire training data lifecycle
- Focus on workflow automation
Unique Value: Diffgram provides a powerful and flexible open-source platform for managing the entire training data lifecycle, giving teams complete control and ownership of their data.
🎯 Use Cases (3)
✅ Best For
- Building training datasets for object detection models
- Managing and versioning large-scale annotation projects
- Automating data labeling workflows
💡 Check With Vendor
Verify these considerations match your specific requirements:
- Teams that prefer a fully managed, cloud-based solution without any self-hosting
🏆 Alternatives
As an open-source solution, Diffgram offers a high degree of customization and control that is not available in most commercial platforms, but it requires more technical resources to implement and maintain.
💻 Platforms
🔌 Integrations
🛟 Support Options
- ✓ Email Support
- ✓ Live Chat
- ✓ Dedicated Support (Enterprise tier)
🔒 Compliance & Security
💰 Pricing
Free tier: Free and open-source for self-hosting.
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