data analysis

Dioptra data management platform is an open source data management and annotation platform that provides data filtering, annotation and retraining functions for computer vision, natural language processing and language models. By registering your metadata to the Dioptra platform, you can diagnose why your models are failing, use active learning algorithms to filter out the most valuable unlabeled data, and integrate with your labeling and retraining processes through Dioptra’s API. By using the Dioptra platform, our customers have improved the accuracy of their models on difficult examples, shortened the training cycle, and reduced labeling costs.