/py-img-seg-eval

Evaluation metrics for image segmentation inspired by paper Fully Convolutional Networks for Semantic Segmentation

Primary LanguagePython

Image Segmentation Evaluation

Martin Keršner, m.kersner@gmail.com

Evaluation metrics for image segmentation inspired by paper Fully Convolutional Networks for Semantic Segmentation.

Pixel accuracy

Mean accuracy

Mean IU

Frequency Weighted IU

Explanatory notes

  • n_cl : number of classes included in ground truth segmentation
  • n_ij : number of pixels of class i predicted to belong to class j
  • t_i : total number of pixels of class i in ground truth segmentation