Open Mayukhdeb opened 3 years ago
Hello @Mayukhdeb, for the lineage population model we can calculate loss from the ground truth population labels from the CSV. But, I don't understand how can we test the output of the segmentation model. One way I think could be running the model on the same image multiple times and calculating the mutual loss between them. If that would be helpful, I wish to work on the issue.
Hi @vrutikrabadia.
For the segmentation model, I plan to execute the testing procedure by saving a few .npy
files which would then be compared with the predictions with np.allclose()
.
While the unit tests do cover the output types, they do not check if the outputs themselves are correct/incorrect.
To do:
dtype
matches the original (int, float32, float64
)