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…
Category: ML@Voxel51
What AI Means for Science in 2025
Sr. ML Researcher & Engineer Jacob Marks breaks down why the 2024 Nobel Prize in Physics is an acknowledgment of…
On Leaky Datasets and a Clever Horse
Data leakage can give a false sense of confidence in a model. Learn how a horse tale & a new feature in FiftyOne…
Data Quality: The Hidden Driver of AI Success
The secret to building robust AI systems? High-quality data. Explore how bad contributes to model failures & ways…
The Power of Open Source AI: How FiftyOne Drives the Future of Visual AI
Our commitment to fully open source AI is stronger than ever. Learn how FiftyOne drives the future of visual AI…