Prodigy
Overview of Prodigy
What is Prodigy?
Prodigy is an annotation tool designed for AI, Machine Learning, and Natural Language Processing (NLP) tasks. It allows you to efficiently define, train, and evaluate custom AI systems using real-world examples.
Key Features:
- Information Extraction: Get structured data from text.
- Language Model Training: Train and fine-tune language models.
- Computer Vision: Classify and segment images.
- Audio & Video: Classify and segment audio and video data.
- Prompt Engineering: Develop better LLM prompts.
- Custom Workflows: Fully customize your annotation experience.
How to Use Prodigy:
- Define your classification scheme using real-world examples.
- Let powerful models assist in the annotation process.
- Train models with the annotated data.
- Evaluate and refine your AI systems.
Why is Prodigy Important?
- Efficiency: Annotate data up to 10x faster by automating tasks.
- Privacy: Run Prodigy locally on your own machines, ensuring full data privacy.
- Customization: Define custom data feeds and interfaces.
- Flexibility: Use a lifetime license with flexible options for individuals and teams.
Where can I use Prodigy?
Prodigy can be used in various industries, including:
- Banking & Finance
- Healthcare & Biomedical
- Media & Content Creation
- Legal & Insurance
- Conversation & Insights
- Research & Education
Best way to get started with Prodigy?
- Visit the Prodigy website to learn more.
- Download and install Prodigy on your machine.
- Follow the documentation to set up your annotation workflows.
What others are saying about Prodigy:
Numerous data scientists, engineers, and researchers praise Prodigy for its intuitiveness, efficiency, and customizability. It has been recognized as a top tool for NLP and data labeling tasks.
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