114. Experimenting How Standardization Affect Image Segmentation Results

I’ve experimented how standardization affect a binary segmentation model’s performance by comparing 2 outputs.

  1. Inference result from model trained with standardization using ImageNet RGB mean and standard deviation
  2. Inference result from model trained without standardization

I’ve found out that the standardized model was able to predict more complicated figures.