Closed elboyran closed 7 years ago
The segmentation result could be either pixel or grid Binary Mask (BM) or a (multipolygonal) Shape (S). The ground truth can be either a shape file or sometimes - pixel mask. In this issue consider comparison of the same type: BM <-> BM and S <-> S.
Use skikit-learn Python implementation of the Jaccard similarity score.
[x] Install scikit-learn
[x] Test simple example example documentation.
[x] Source notebook for comparison of label masks.
[x] Function for comparison of label masks.
[x] Demo notebook using the function
[x] Source notebook- toy example Jaccard index mulipolygons
[x] Demo notebook- toy example Jaccard index multipolygons
[x] Source notebook for comparison of shape files. Fix corrupt shape file.
[x] Function for shape files.
[x] Demo notebook using the function for shape files
The segmentation result could be either pixel or grid Binary Mask (BM) or a (multipolygonal) Shape (S). The ground truth can be either a shape file or sometimes - pixel mask. In this issue consider comparison of the same type: BM <-> BM and S <-> S.
Use skikit-learn Python implementation of the Jaccard similarity score.
[x] Install scikit-learn
[x] Test simple example example documentation.
[x] Source notebook for comparison of label masks.
[x] Function for comparison of label masks.
[x] Demo notebook using the function
[x] Source notebook- toy example Jaccard index mulipolygons
[x] Demo notebook- toy example Jaccard index multipolygons
[x] Source notebook for comparison of shape files. Fix corrupt shape file.
[x] Function for shape files.
[x] Demo notebook using the function for shape files