What is Voxel51?
FiftyOne by Voxel51 is a powerful tool designed to help visual AI builders curate better datasets and build better models quickly and efficiently. It’s all about making visual AI a reality by providing the insights needed to improve data quality and model performance.
What are the features of Voxel51?
- Dataset Exploration: Easily explore and analyze visual data of any scale and modality.
- Data Quality Refinement: Identify and fix data quality issues like duplicates, blurriness, and outliers.
- Model Evaluation: Uncover model failure modes and improve performance metrics.
- Vector Search: Perform similarity queries to mine billions of data samples.
- Plugins & Integrations: Extend functionality with plugins and integrate with your favorite tools.
What are the use cases of Voxel51?
- Agriculture: Improve crop yield and operational efficiency.
- Healthcare: Enhance diagnoses and patient outcomes.
- Robotics: Develop perceptive and generalizable models.
- Retail: Deliver outstanding customer experiences.
- Security: Identify safety and security threats instantly.
How to use Voxel51?
- Explore Your Data: Start by uploading your dataset to FiftyOne.
- Identify Issues: Use the platform to find and fix data quality problems.
- Evaluate Models: Test your models and uncover areas for improvement.
- Refine & Iterate: Continuously refine your datasets and models for better performance.
