Prodigy
Scriptable annotation tool with active learning for efficient ML training data creation.
About Prodigy
Modern annotation tool by Explosion (makers of spaCy) for creating training data for machine learning models. Scriptable and efficient, using active learning to focus annotation efforts on the most impactful examples for NLP, CV, and more.
Key Features
- Active learning
- NLP annotation
- Computer vision labeling
- Custom workflows
- spaCy integration
- Scriptable recipes
Pricing
paid
Starting at $490/mo
Personal license at $490 one-time. Company license at $9,900. Academic discounts available.
Pros
- Best-in-class active learning
- Deep spaCy integration
- Highly scriptable
- One-time license fee
Cons
- Expensive for individuals
- Steep learning curve
- Command-line focused
- Single-user by default