Ambient lighting normalization is an important computer vision task that aims to remove shadows and standardize illumination across an entire image. While previous approaches have primarily focused on ...

Abstract: Recent advances in semantic image segmentation have helped researchers understand an image by distinguishing different objects and understanding their relationships. Semantic image ...

A production-ready Python package that normalizes NCAA Division I Men's Basketball team names to ESPN's canonical format. Solves the problem of inconsistent team naming across different data sources ...

Abstract: Detection and evaluation of anomalies within a given human facial image is a challenging task. In particular, distinguishing between normal and abnormal attributes of the richly detailed ...

Data Normalization vs. Standardization is one of the most foundational yet often misunderstood topics in machine learning and data preprocessing. If you’ve ever built a predictive model, worked on a ...