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	# segmentation-model-v3.1.3_junctions

	### Performance Metrics

	\| Class \| Precision \| Precision_std \| Recall \| Recall_std \| Mean_IoU \| Mean_IoU_std \|
	\|:---------\|------------:\|----------------:\|---------:\|-------------:\|-----------:\|---------------:\|
	\| Junction \| 58.06 \| 22.42 \| 63.56 \| 22.77 \| 38.94 \| 8.03 \|
	\| process \| 89.43 \| 6.1 \| 89.82 \| 3.66 \| 58 \| 7.65 \|
	\| soma \| 86.59 \| 30.33 \| 75.56 \| 32.97 \| 82.81 \| 23.2 \|
	\| spine \| 35.83 \| 15.01 \| 29.07 \| 11.24 \| 37.72 \| 6.19 \|


	### Performance Metrics

	\| Bio object \| gt \| pr \| pr/gt \|
	\|:------------------------------------\|-----------------:\|-----------------:\|:--------\|
	\| Total_area_of_neuronal_process_um^2 \| 1.03571e+06 \| 1.41578e+06 \| 136.70% \|
	\| junctions_count \| 521 \| 580 \| 111.32% \|
	\| Total_Length_of_neuronal_process_um \| 81753.7 \| 81021.4 \| 99.10% \|
	\| Total_Area_of_soma_um^2 \| 170835 \| 140050 \| 81.98% \|
	\| Number_of_soma_count \| 50 \| 34 \| 68.00% \|
	\| Number_of_spine_count \| 783 \| 347 \| 44.32% \|
	\| Total_area_of_spine_um^2 \| 41147 \| 14780 \| 35.92% \|


	### Plots

	![boxplot_soma.png](./plots/boxplot_soma.png)
	![boxplot_spine.png](./plots/boxplot_spine.png)
	![boxplot_Junction.png](./plots/boxplot_Junction.png)
	![boxplot_process.png](./plots/boxplot_process.png)