April 8 - Getting Started with Computer Vision Workflows Workshop
Join us on April 8 at 10 AM Pacific for a free, 60-minute, virtual hands-on workshop to learn how to curate, visualize, and evaluate models using the open source FiftyOne app. Register for the Zoom...

Source: DEV Community
Join us on April 8 at 10 AM Pacific for a free, 60-minute, virtual hands-on workshop to learn how to curate, visualize, and evaluate models using the open source FiftyOne app. Register for the Zoom 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 negati