Create your first dataset in FiftyOne Enterprise. Learn to configure cloud credentials, install the SDK, import samples, and schedule metadata computation.
Bootstrap datasets rapidly with FiftyOne Auto Labeling. Generate auto labels with foundation models and systematically review predictions with confidence-based filtering and embeddings.
Master the data-centric annotation loop with coverage-based selection, human-in-the-loop labeling, and iterative model improvement. Learn to label smarter, not harder.
Master object detection workflows with COCO, YOLOv8, and comprehensive model evaluation. Learn dataset curation, mistake analysis, and performance assessment through hands-on practice.
Explore medical imaging workflows with DICOM, CT scans, and volumetric data. Learn to handle medical formats, create segmentation masks, and organize datasets for analysis.
Dive into autonomous vehicle data workflows with advanced techniques for sensor fusion, trajectory analysis, and multi-modal data processing for self-driving applications.
Master 3D computer vision workflows with point clouds, mesh data, and spatial analysis. Learn to load, visualize, and analyze 3D datasets effectively.
Comprehensive model evaluation workflows with advanced analysis techniques. Learn to assess model performance, identify failure cases, and optimize your computer vision models.
Master segmentation workflows with instance and semantic segmentation. Learn to load COCO datasets, add predictions with SAM2, and work with advanced segmentation models.
Master depth estimation workflows with DIODE, NYU Depth V2, and multiple model approaches. Learn to load depth data, work with heatmaps, and apply models from Model Zoo, Hugging Face, and Diffusers.
Master the FiftyOne Zoo with datasets and models. Learn to explore built-in datasets, apply pre-trained models, and integrate custom models from GitHub or public URLs.
Complete manufacturing AI workflow with anomaly detection, defect inspection, and safety monitoring. Learn to work with MVTec datasets, embeddings, clustering, and video analytics for industrial applications.