Prodigy · Prodigy · An annotation tool for AI, Machine Learning & NLP
Prodigy · Prodigy · An annotation tool for AI, Machine Learning & NLP
Description: A downloadable annotation tool for NLP and computer vision tasks such as named entity recognition, text classification, object detection, image segmentation, A/B evaluation and more.
Radically efficient machine teaching. An annotation tool powered by active learning. From the makers of spaCy pip install ./prodigy.whl Successfully installed prodigy prodigy ner.manual reviews_ner en_core_web_sm ./data.jsonl --label PRODUCT,PERSON,ORG ✨ Starting the web server on port 8080... Open the app in your browser and start annotating! Train a new AI model in hours Prodigy is a scriptable annotation tool so efficient that data scientists can do the annotation themselves, enabling a new level of rapi
Today’s transfer learning technologies mean you can train production-quality models with very few examples. With Prodigy you can take full advantage of modern machine learning by adopting a more agile approach to data collection. You'll move faster, be more independent and ship far more successful projects.
The missing piece in your data science workflow Prodigy brings together state-of-the-art insights from machine learning and user experience. With its continuous active learning system, you're only asked to annotate examples the model does not already know the answer to. The web application is powerful, extensible and follows modern UX principles. The secret is very simple: it's designed to help you focus on one decision at a time and keep you clicking – like Tinder for data.
Prodigy · Prodigy · An annotation tool for AI, Machine Learning & NLP
Prodigy · Prodigy · An annotation tool for AI, Machine Learning & NLP