-
SynBalance: balancing rare classes with synthetic data
Computer vision models tend to learn more about what they see often — and much less about what they see rarely.This is the classic challenge of long-tailed distributions: some classes (like “cat” or “car”) have thousands of examples, while others (“anteater”, “tractor”) appear only a few times. The paper SynBalance: Harnessing Synthetic Data in Long-tailed…
November 2025
Archive
Categories
Recent Posts
- SynBalance: balancing rare classes with synthetic data
- Synthetic Data in Computer Vision: From Scientific Revolution to Industrial Applications
- ROSE: Object Removal in Videos Powered by Synthetic 3D Data
- DAViD by Microsoft: A Public Milestone in Computer Vision with Synthetic Data
- Is AI “shutting down” our brains? A reflection beyond the hype
