March 31, 2021
Data
10
 min read

The dangers behind image resizing

This blog post points out some pitfalls when using image preprocessing steps in your machine learning pipeline, using Pillow/OpenCV/PyTorch and Tensorflow as examples. There are implementation details that might lead to significant performance differences when moving to production.