Voxel51 is an excellent tool for managing large image datasets. It offers a wide range of features, from simple sorting by tags and labels to more advanced capabilities that leverage vector embeddings for searching and organizing images by text or by similarity to other images. Additionally, it is very helpful in providing valuable insights for comparing and selecting the best model training checkpoints, such as classification reports and confusion matrices. By using Voxel51, we were able to refine our datasets and improve the accuracy of our models.

it's helping me to analyze my data and mistakes, remove bad images and choose the best photos to my training

FiftyOne completely changed the way our team explores and validates computer vision datasets. We use it daily to review model predictions, compare them to ground truth, and quickly identify labeling issues and gaps. The interface is very intuitive, and even new team members pick it up fast. The Python integration is seamless, which made implementation incredibly easy, And the feature set is broad and practical, from visualization and filtering to tagging and exporting. I also really appreciate the active community, providing great customer support. It’s clear they listen to feedback and continuously improve the product.