segmentation-model-v3.1.3_junctions
Performance Metrics
| Class | Precision | Precision_std | Recall | Recall_std | Mean_IoU | Mean_IoU_std |
|---|---|---|---|---|---|---|
| Junction | 60.13 | 23.39 | 50.11 | 29.02 | 0.29 | 0.15 |
| process | 89.27 | 6.16 | 90.04 | 3.59 | 0.58 | 0.08 |
| soma | 86.59 | 30.33 | 75.56 | 32.97 | 0.83 | 0.23 |
| spine | 35.72 | 15 | 29.07 | 11.24 | 0.21 | 0.19 |
Performance Metrics
| Bio object | gt | pr | pr/gt |
|---|---|---|---|
| Total_area_of_neuronal_process_um^2 | 1.03571e+06 | 1.43434e+06 | 138.49% |
| Total_Length_of_neuronal_process_um | 81753.7 | 80533.3 | 98.51% |
| Total_Area_of_soma_um^2 | 170835 | 140050 | 81.98% |
| junctions_count | 521 | 380 | 72.94% |
| Number_of_soma_count | 50 | 34 | 68.00% |
| Number_of_spine_count | 783 | 348 | 44.44% |
| Total_area_of_spine_um^2 | 41147 | 14832 | 36.05% |
Plots
