GitHub - Nick-Xing2004/3D-Unet-Segmentation: Deep learning pipeline for anatomical human hip segmentation using 3D Unet (training)

Nick-Xing2004 / 3D-Unet-Segmentation Public

Deep learning pipeline for anatomical human hip segmentation using 3D Unet (training)

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Name		Name	Last commit message	Last commit date
Latest commit History 48 Commits
__pycache__		__pycache__
.gitignore		.gitignore
Unet_arch_visualization.py		Unet_arch_visualization.py
best_model_residual_calculation.py		best_model_residual_calculation.py
best_model_validation_set_visualization.py		best_model_validation_set_visualization.py
data_loader.py		data_loader.py
data_loader_original.py		data_loader_original.py
data_loader_transfer_learning.py		data_loader_transfer_learning.py
data_loader_validation_set_visualization.py		data_loader_validation_set_visualization.py
experiments_notes.md		experiments_notes.md
main.py		main.py
main_best_model_validation_set_visualization.py		main_best_model_validation_set_visualization.py
main_post_transfer_learning.py		main_post_transfer_learning.py
main_post_transfer_learning_2.py		main_post_transfer_learning_2.py
model.py		model.py
model_2.py		model_2.py
model_3.py		model_3.py
model_QA.py		model_QA.py
model_QA_2.py		model_QA_2.py
model_QA_3.py		model_QA_3.py
new_pelvis_data_segmentation_helper.py		new_pelvis_data_segmentation_helper.py
seg_helper_individual.py		seg_helper_individual.py
train.py		train.py
train_boundary_loss.py		train_boundary_loss.py
utils.py		utils.py