April 8, 2026 - Getting Started with FiftyOne Workshop

Join Nick Lotz for the 60-minute, virtual hands-on workshop to learn how to curate, visualize, and evaluate models using the open source FiftyOne app. What you'll learn: * Structure unstructured data. Map data and metadata into a queryable schema for images, videos, and point clouds. * Query datasets with the FiftyOne SDK. Create complex views based on model predictions, labels, and custom tags. Use the FiftyOne to filter data based on logical conditions and confidence scores. * Visualize high dimensional embeddings. Project features into lower dimensions to find clusters of similar samples. Identify data gaps and outliers using FiftyOne Brain. * Automate data curation. Implement algorithmic measures to select diverse subsets for training. Reduce labeling costs by prioritizing high entropy samples. * Debug model performance. Run evaluation routines to generate confusion matrices and precision recall curves. Visualize false positives and false negatives directly in the App to understand model failures. * Customize FiftyOne. Build custom dashboards and interactive panels. Create specialized views for domain specific tasks. Resources: * Workshop notebook - https://colab.research.google.com/drive/1J7wggtoah3z8xsmIm3cRM_rttSS9SBdp?usp=drive_link * Presentation slides (PDF) - https://drive.google.com/file/d/1NyZEhONrRiBmvzUjzpbp9XjzJLUH7VgH/view?usp=drive_link * FiftyOne Docs - https://docs.voxel51.com/ * FiftyOne GitHub - https://github.com/voxel51/fiftyone * FiftyOne Discord Community - https://discord.com/invite/fiftyone-community * Dataset Zoo - https://docs.voxel51.com/dataset_zoo/index.html * Model Zoo - https://docs.voxel51.com/model_zoo/index.html * FiftyOne Skills - https://github.com/voxel51/fiftyone-skills * FiftyOne Plugins - https://github.com/voxel51/fiftyone-plugins #computervision #ai #artificialintelligence #agents