Data Quality Matters: Quantifying Image Quality Impact on Machine Learning Performance

Christian Steinhauser, Philipp Reis, Hubert Padusinski +2

Precise perception of the environment is essential in highly automated driving systems, which rely on machine learning tasks such as object detection and segmentation. Compression…