segmentation-model-v3_1_4_spines_bc

Performance Metrics

Class	Precision	Precision_std	Recall	Recall_std	Mean_IoU	Mean_IoU_std
Junction	59.66	18.61	28.11	14.67	0.25	0.18
process	88.36	3.57	83.38	8.16	0.55	0.05
soma	84.17	28.9	66.65	28.72	0.82	0.17
spine	36.14	9.47	39.82	11.04	0.2	0.15

Performance Metrics

Bio object	gt	pr	pr/gt
Total_area_of_neuronal_process_um^2	1.41741e+06	1.8543e+06	130.82%
Total_Length_of_neuronal_process_um	119773	108469	90.56%
Total_Area_of_soma_um^2	212748	154671	72.70%
Number_of_soma_count	70	42	60.00%
Number_of_spine_count	1234	656	53.16%
junctions_count	1024	459	44.82%
Total_area_of_spine_um^2	63848	28550	44.72%

Plots