DeeplabV3_for_kidney_segmentation

This project is for glomerulus segmentation. I used Deeplab V3+ and Mask R-CNN to get the segementation result.

Results are showed bellow:

Name		Name	Last commit message	Last commit date
Latest commit History 19 Commits
.ipynb_checkpoints		.ipynb_checkpoints
dataset		dataset
deep_lab		deep_lab
deeplab_v3_plus		deeplab_v3_plus
keras_retinanet		keras_retinanet
result		result
README.md		README.md
Untitled.ipynb		Untitled.ipynb
cgmh_data_list.csv		cgmh_data_list.csv
data_preparation.ipynb		data_preparation.ipynb
deeplab_binary.ipynb		deeplab_binary.ipynb
deeplab_v3.py		deeplab_v3.py
gpu_deepx.py		gpu_deepx.py
inspect_glomerulus_model.ipynb		inspect_glomerulus_model.ipynb
lms_train.py		lms_train.py
mask_rcnn.ipynb		mask_rcnn.ipynb
mask_rcnn.py		mask_rcnn.py
performance_check_plot.ipynb		performance_check_plot.ipynb
resize_deeplab_v3.py		resize_deeplab_v3.py
result.zip		result.zip
test_resize.h5		test_resize.h5
tf_deeplab.ipynb		tf_deeplab.ipynb
train.py		train.py

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