diff --git a/.idea/.gitignore b/.idea/.gitignore
old mode 100644
new mode 100755
diff --git a/.idea/deployment.xml b/.idea/deployment.xml
old mode 100644
new mode 100755
diff --git a/.idea/inspectionProfiles/Project_Default.xml b/.idea/inspectionProfiles/Project_Default.xml
old mode 100644
new mode 100755
diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml
old mode 100644
new mode 100755
diff --git a/.idea/misc.xml b/.idea/misc.xml
old mode 100644
new mode 100755
diff --git a/.idea/modules.xml b/.idea/modules.xml
old mode 100644
new mode 100755
diff --git a/.idea/other.xml b/.idea/other.xml
old mode 100644
new mode 100755
diff --git a/.idea/pythonProject.iml b/.idea/pythonProject.iml
old mode 100644
new mode 100755
diff --git a/.idea/vcs.xml b/.idea/vcs.xml
old mode 100644
new mode 100755
diff --git a/.idea/webServers.xml b/.idea/webServers.xml
old mode 100644
new mode 100755
diff --git a/README.md b/README.md
old mode 100644
new mode 100755
diff --git a/msunet/.ipynb_checkpoints/DataPostprocess-checkpoint.ipynb b/msunet/.ipynb_checkpoints/DataPostprocess-checkpoint.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/.ipynb_checkpoints/DataPreProcess-checkpoint.ipynb b/msunet/.ipynb_checkpoints/DataPreProcess-checkpoint.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/.ipynb_checkpoints/E2EMetricsRecall-checkpoint.ipynb b/msunet/.ipynb_checkpoints/E2EMetricsRecall-checkpoint.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/.ipynb_checkpoints/E2E_Metris-checkpoint.ipynb b/msunet/.ipynb_checkpoints/E2E_Metris-checkpoint.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/.ipynb_checkpoints/Infer-checkpoint.ipynb b/msunet/.ipynb_checkpoints/Infer-checkpoint.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/.ipynb_checkpoints/Infer_single-checkpoint.py b/msunet/.ipynb_checkpoints/Infer_single-checkpoint.py
old mode 100644
new mode 100755
diff --git a/msunet/.ipynb_checkpoints/Metrics-checkpoint.ipynb b/msunet/.ipynb_checkpoints/Metrics-checkpoint.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/.ipynb_checkpoints/Params-checkpoint.ipynb b/msunet/.ipynb_checkpoints/Params-checkpoint.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/.ipynb_checkpoints/Vis-Test-checkpoint.ipynb b/msunet/.ipynb_checkpoints/Vis-Test-checkpoint.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/.ipynb_checkpoints/Vis-checkpoint.ipynb b/msunet/.ipynb_checkpoints/Vis-checkpoint.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/.ipynb_checkpoints/WL-checkpoint.ipynb b/msunet/.ipynb_checkpoints/WL-checkpoint.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/.ipynb_checkpoints/inference-checkpoint.py b/msunet/.ipynb_checkpoints/inference-checkpoint.py
old mode 100644
new mode 100755
diff --git a/msunet/.ipynb_checkpoints/test_unet-checkpoint.py b/msunet/.ipynb_checkpoints/test_unet-checkpoint.py
old mode 100644
new mode 100755
diff --git a/msunet/.ipynb_checkpoints/train_pl-checkpoint.py b/msunet/.ipynb_checkpoints/train_pl-checkpoint.py
old mode 100644
new mode 100755
diff --git a/msunet/.ipynb_checkpoints/train_pl_mix-checkpoint.py b/msunet/.ipynb_checkpoints/train_pl_mix-checkpoint.py
old mode 100644
new mode 100755
diff --git a/msunet/DataPostprocess.ipynb b/msunet/DataPostprocess.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/DataPostprocess_test.ipynb b/msunet/DataPostprocess_test.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/DataPostprocess_v2.ipynb b/msunet/DataPostprocess_v2.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/DataPostprocess_xj.ipynb b/msunet/DataPostprocess_xj.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/DataPreProcess.ipynb b/msunet/DataPreProcess.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/DataPreProcess_test.ipynb b/msunet/DataPreProcess_test.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/Metrics.ipynb b/msunet/Metrics.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/MetricsE2E.ipynb b/msunet/MetricsE2E.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/Metrics_.ipynb b/msunet/Metrics_.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/core/.ipynb_checkpoints/data-checkpoint.py b/msunet/core/.ipynb_checkpoints/data-checkpoint.py
old mode 100644
new mode 100755
diff --git a/msunet/core/.ipynb_checkpoints/e2e-checkpoint.py b/msunet/core/.ipynb_checkpoints/e2e-checkpoint.py
old mode 100644
new mode 100755
diff --git a/msunet/core/.ipynb_checkpoints/e2e_metrics-checkpoint.py b/msunet/core/.ipynb_checkpoints/e2e_metrics-checkpoint.py
old mode 100644
new mode 100755
diff --git a/msunet/core/.ipynb_checkpoints/metrics-checkpoint.py b/msunet/core/.ipynb_checkpoints/metrics-checkpoint.py
old mode 100644
new mode 100755
diff --git a/msunet/core/.ipynb_checkpoints/model-checkpoint.py b/msunet/core/.ipynb_checkpoints/model-checkpoint.py
old mode 100644
new mode 100755
diff --git a/msunet/core/.ipynb_checkpoints/slidespliter-checkpoint.py b/msunet/core/.ipynb_checkpoints/slidespliter-checkpoint.py
old mode 100644
new mode 100755
diff --git a/msunet/core/data.py b/msunet/core/data.py
old mode 100644
new mode 100755
diff --git a/msunet/core/metrics.py b/msunet/core/metrics.py
old mode 100644
new mode 100755
diff --git a/msunet/core/model.py b/msunet/core/model.py
old mode 100644
new mode 100755
diff --git a/msunet/core/slidespliter.py b/msunet/core/slidespliter.py
old mode 100644
new mode 100755
diff --git a/msunet/logs/0/version_1/checkpoints/last.ckpt b/msunet/logs/0/version_1/checkpoints/last.ckpt
deleted file mode 100644
index b74661c..0000000
Binary files a/msunet/logs/0/version_1/checkpoints/last.ckpt and /dev/null differ
diff --git a/msunet/logs/0/version_1/events.out.tfevents.1720340521.gao b/msunet/logs/0/version_1/events.out.tfevents.1720340521.gao
deleted file mode 100644
index 1eb5df8..0000000
Binary files a/msunet/logs/0/version_1/events.out.tfevents.1720340521.gao and /dev/null differ
diff --git a/msunet/logs/0/version_1/hparams.yaml b/msunet/logs/0/version_1/hparams.yaml
deleted file mode 100644
index 0967ef4..0000000
--- a/msunet/logs/0/version_1/hparams.yaml
+++ /dev/null
@@ -1 +0,0 @@
-{}
diff --git a/msunet/logs/0/version_2/events.out.tfevents.1720493530.DESKTOP-KA1BIJF b/msunet/logs/0/version_2/events.out.tfevents.1720493530.DESKTOP-KA1BIJF
deleted file mode 100644
index 35ea911..0000000
Binary files a/msunet/logs/0/version_2/events.out.tfevents.1720493530.DESKTOP-KA1BIJF and /dev/null differ
diff --git a/msunet/logs/0/version_2/hparams.yaml b/msunet/logs/0/version_2/hparams.yaml
deleted file mode 100644
index 0967ef4..0000000
--- a/msunet/logs/0/version_2/hparams.yaml
+++ /dev/null
@@ -1 +0,0 @@
-{}
diff --git a/msunet/logs/0/version_3/events.out.tfevents.1720493814.DESKTOP-KA1BIJF b/msunet/logs/0/version_3/events.out.tfevents.1720493814.DESKTOP-KA1BIJF
deleted file mode 100644
index 5b6df28..0000000
Binary files a/msunet/logs/0/version_3/events.out.tfevents.1720493814.DESKTOP-KA1BIJF and /dev/null differ
diff --git a/msunet/logs/0/version_3/hparams.yaml b/msunet/logs/0/version_3/hparams.yaml
deleted file mode 100644
index 0967ef4..0000000
--- a/msunet/logs/0/version_3/hparams.yaml
+++ /dev/null
@@ -1 +0,0 @@
-{}
diff --git a/msunet/logs/0/version_4/events.out.tfevents.1720493997.DESKTOP-KA1BIJF b/msunet/logs/0/version_4/events.out.tfevents.1720493997.DESKTOP-KA1BIJF
deleted file mode 100644
index 073cb9c..0000000
Binary files a/msunet/logs/0/version_4/events.out.tfevents.1720493997.DESKTOP-KA1BIJF and /dev/null differ
diff --git a/msunet/logs/0/version_4/hparams.yaml b/msunet/logs/0/version_4/hparams.yaml
deleted file mode 100644
index 0967ef4..0000000
--- a/msunet/logs/0/version_4/hparams.yaml
+++ /dev/null
@@ -1 +0,0 @@
-{}
diff --git a/msunet/logs/0/version_5/events.out.tfevents.1720494062.DESKTOP-KA1BIJF b/msunet/logs/0/version_5/events.out.tfevents.1720494062.DESKTOP-KA1BIJF
deleted file mode 100644
index 2de84f2..0000000
Binary files a/msunet/logs/0/version_5/events.out.tfevents.1720494062.DESKTOP-KA1BIJF and /dev/null differ
diff --git a/msunet/logs/0/version_5/hparams.yaml b/msunet/logs/0/version_5/hparams.yaml
deleted file mode 100644
index 0967ef4..0000000
--- a/msunet/logs/0/version_5/hparams.yaml
+++ /dev/null
@@ -1 +0,0 @@
-{}
diff --git a/msunet/logs/0/version_6/events.out.tfevents.1720495215.DESKTOP-KA1BIJF b/msunet/logs/0/version_6/events.out.tfevents.1720495215.DESKTOP-KA1BIJF
deleted file mode 100644
index 8d9e5e7..0000000
Binary files a/msunet/logs/0/version_6/events.out.tfevents.1720495215.DESKTOP-KA1BIJF and /dev/null differ
diff --git a/msunet/logs/0/version_6/hparams.yaml b/msunet/logs/0/version_6/hparams.yaml
deleted file mode 100644
index 0967ef4..0000000
--- a/msunet/logs/0/version_6/hparams.yaml
+++ /dev/null
@@ -1 +0,0 @@
-{}
diff --git a/msunet/metric.py b/msunet/metric.py
old mode 100644
new mode 100755
diff --git a/msunet/metric_only_one.py b/msunet/metric_only_one.py
old mode 100644
new mode 100755
diff --git a/msunet/model/last.ckpt b/msunet/model/last.ckpt
old mode 100644
new mode 100755
diff --git a/msunet/origin_process.ipynb b/msunet/origin_process.ipynb
old mode 100644
new mode 100755
diff --git a/msunet/plot.py b/msunet/plot.py
old mode 100644
new mode 100755
diff --git a/msunet/post.py b/msunet/post.py
old mode 100644
new mode 100755
diff --git a/msunet/pre.py b/msunet/pre.py
old mode 100644
new mode 100755
diff --git a/msunet/requirements.bak.txt b/msunet/requirements.bak.txt
old mode 100644
new mode 100755
diff --git a/msunet/requirements.txt b/msunet/requirements.txt
old mode 100644
new mode 100755
diff --git a/msunet/requirements.txt.ff b/msunet/requirements.txt.ff
old mode 100644
new mode 100755
diff --git a/msunet/test_acc.py b/msunet/test_acc.py
old mode 100644
new mode 100755
diff --git a/msunet/test_pl.py b/msunet/test_pl.py
old mode 100644
new mode 100755
diff --git a/msunet/test_pl_equal.py b/msunet/test_pl_equal.py
old mode 100644
new mode 100755
diff --git a/msunet/test_pl_unequal.py b/msunet/test_pl_unequal.py
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/10.jpg b/msunet/train_and_test/test/10.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/10.json b/msunet/train_and_test/test/10.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/10.png b/msunet/train_and_test/test/10.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/20.jpg b/msunet/train_and_test/test/20.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/20.json b/msunet/train_and_test/test/20.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/20.png b/msunet/train_and_test/test/20.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/30.jpg b/msunet/train_and_test/test/30.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/30.json b/msunet/train_and_test/test/30.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/30.png b/msunet/train_and_test/test/30.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/40.jpg b/msunet/train_and_test/test/40.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/40.json b/msunet/train_and_test/test/40.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/40.png b/msunet/train_and_test/test/40.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/other/1024/test.jpg b/msunet/train_and_test/test/other/1024/test.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/other/1024/test.json b/msunet/train_and_test/test/other/1024/test.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/other/1024/test.png b/msunet/train_and_test/test/other/1024/test.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/other/2.jpg b/msunet/train_and_test/test/other/2.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/other/2.json b/msunet/train_and_test/test/other/2.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/other/2.png b/msunet/train_and_test/test/other/2.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/other/39_Denoised/39_InstructIR_Denoise.png b/msunet/train_and_test/test/other/39_Denoised/39_InstructIR_Denoise.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/other/49.jpg b/msunet/train_and_test/test/other/49.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/other/49.json b/msunet/train_and_test/test/other/49.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/other/49.png b/msunet/train_and_test/test/other/49.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/test/other/50.jpg b/msunet/train_and_test/test/other/50.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/0.jpg b/msunet/train_and_test/train/0.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/0.json b/msunet/train_and_test/train/0.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/0.png b/msunet/train_and_test/train/0.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/1.jpg b/msunet/train_and_test/train/1.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/1.json b/msunet/train_and_test/train/1.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/1.png b/msunet/train_and_test/train/1.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/15.jpg b/msunet/train_and_test/train/15.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/15.json b/msunet/train_and_test/train/15.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/15.png b/msunet/train_and_test/train/15.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/17.jpg b/msunet/train_and_test/train/17.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/17.json b/msunet/train_and_test/train/17.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/17.png b/msunet/train_and_test/train/17.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/2.jpg b/msunet/train_and_test/train/2.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/2.json b/msunet/train_and_test/train/2.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/2.png b/msunet/train_and_test/train/2.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/25.jpg b/msunet/train_and_test/train/25.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/25.json b/msunet/train_and_test/train/25.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/25.png b/msunet/train_and_test/train/25.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/26.jpg b/msunet/train_and_test/train/26.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/26.json b/msunet/train_and_test/train/26.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/26.png b/msunet/train_and_test/train/26.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/34.jpg b/msunet/train_and_test/train/34.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/34.json b/msunet/train_and_test/train/34.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/34.png b/msunet/train_and_test/train/34.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/35.jpg b/msunet/train_and_test/train/35.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/35.json b/msunet/train_and_test/train/35.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/35.png b/msunet/train_and_test/train/35.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/36.jpg b/msunet/train_and_test/train/36.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/36.json b/msunet/train_and_test/train/36.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/36.png b/msunet/train_and_test/train/36.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/5.jpg b/msunet/train_and_test/train/5.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/5.json b/msunet/train_and_test/train/5.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/5.png b/msunet/train_and_test/train/5.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/6.jpg b/msunet/train_and_test/train/6.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/6.json b/msunet/train_and_test/train/6.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/train/6.png b/msunet/train_and_test/train/6.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/valid/0.jpg b/msunet/train_and_test/valid/0.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/valid/0.json b/msunet/train_and_test/valid/0.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/valid/0.png b/msunet/train_and_test/valid/0.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/valid/2.jpg b/msunet/train_and_test/valid/2.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/valid/2.json b/msunet/train_and_test/valid/2.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/valid/2.png b/msunet/train_and_test/valid/2.png
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/valid/5.jpg b/msunet/train_and_test/valid/5.jpg
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/valid/5.json b/msunet/train_and_test/valid/5.json
old mode 100644
new mode 100755
diff --git a/msunet/train_and_test/valid/5.png b/msunet/train_and_test/valid/5.png
old mode 100644
new mode 100755
diff --git a/msunet/train_pl.py b/msunet/train_pl.py
old mode 100644
new mode 100755
diff --git a/msunet/utils/.ipynb_checkpoints/densemap-checkpoint.py b/msunet/utils/.ipynb_checkpoints/densemap-checkpoint.py
old mode 100644
new mode 100755
diff --git a/msunet/utils/.ipynb_checkpoints/e2e_metrics-checkpoint.py b/msunet/utils/.ipynb_checkpoints/e2e_metrics-checkpoint.py
old mode 100644
new mode 100755
diff --git a/msunet/utils/.ipynb_checkpoints/labelme-checkpoint.py b/msunet/utils/.ipynb_checkpoints/labelme-checkpoint.py
old mode 100644
new mode 100755
diff --git a/msunet/utils/.ipynb_checkpoints/pesudo-checkpoint.py b/msunet/utils/.ipynb_checkpoints/pesudo-checkpoint.py
old mode 100644
new mode 100755
diff --git a/msunet/utils/.ipynb_checkpoints/plot-checkpoint.py b/msunet/utils/.ipynb_checkpoints/plot-checkpoint.py
old mode 100644
new mode 100755
diff --git a/msunet/utils/densemap.py b/msunet/utils/densemap.py
old mode 100644
new mode 100755
diff --git a/msunet/utils/e2e_metrics.py b/msunet/utils/e2e_metrics.py
old mode 100644
new mode 100755
diff --git a/msunet/utils/labelme.py b/msunet/utils/labelme.py
old mode 100644
new mode 100755
diff --git a/msunet/utils/pesudo.py b/msunet/utils/pesudo.py
old mode 100644
new mode 100755
diff --git a/msunet/utils/plot.py b/msunet/utils/plot.py
old mode 100644
new mode 100755