Explosion 💥

@explosion.ai

475 Followers 2 Following

We specialize in developer tools & tailored solutions for AI & NLP. Makers of spacy.io, prodi.gy and beta.ellf.ai. 🌎 explosion.ai 💼 linkedin.com/company/explosion-ai 🐘 sigmoid.social/@explosion 📺 youtube.com/c/ExplosionAI

Prodigy interface highlighting with a bounding box a laptop and a phone.
Prodigy commands for the ann image recipes
Prodigy interface with PDF-Prodigy OCR extension example
Example call for metric.iaa.binary using Prodigy from the command line.
A diagram representing the three types of annotations: binary, multi-class, and multi-label.
A highly imbalanced confusion matrix for two hypothetical annotators, bob and alice.
Flow chart representing the feedback loop during annotation with agreement metrics, refinement, updating annotation guidelines, which then update annotations. After the metrics reach an acceptable threshold, annotations can be used as annotated data for machine learning purposes.
An example output of Prodigy's inter-annotator agreement command with annotation and agreement statistics.