Bias in Data: What Embeddings Reveal About Real vs Synthetic Data Distribution
Explore biases in visual data, using synthetic data to offset data bias, and how to use FiftyOne to identify possible…
Tag: embeddings
Recapping the AI, Machine Learning and Computer Meetup — July 3, 2024
In this blog post you’ll find the playback recordings and highlights from the presentations, as well as the upcoming…
How to Cluster Images
In this blog, we’ll cover the basics of clustering and show you how to structure your visual data using the open-source…
FiftyOne Computer Vision Tips and Tricks – March 1, 2024
Welcome to our weekly FiftyOne tips and tricks blog where we recap interesting questions and answers that have…
How to Visualize Your Data with Dimension Reduction Techniques
Learn how to visualize embeddings using PCA, t-SNE & UMAP. And learn strengths & weaknesses of each.
Concept Traversal Plugin for FiftyOne
Traverse the space of concepts in your dataset. Select an initial image and iteratively add concepts in different…
Teaching Androids to Dream of Sheep
A team of researchers have cracked the code on human perceptual similarity judgements. Their perceptual similarity…
FiftyOne Computer Vision Tips and Tricks – May 26, 2023
New tips & tricks are here on how to streamline your visual AI workflows with open source FifityOne!
FiftyOne Computer Vision Embeddings Tips and Tricks – Mar 31, 2023
New computer vision tips & tricks focused on using embeddings in open source FiftyOne!
FiftyOne Computer Vision Tips and Tricks – Mar 24, 2023
New Tips and Tricks using open source FiftyOne for all your computer vision workflows!