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diff --git a/dev/bchlib/.buildinfo b/dev/bchlib/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 399023cb428080fa1bed09995d56681a
+config: 13132251bfe85e5a90feb0174f4f14f5
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/dev/bchlib/.doctrees/api_doc/ascii/drawing.doctree b/dev/bchlib/.doctrees/api_doc/ascii/drawing.doctree
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diff --git a/dev/bchlib/information/environment.html b/dev/bchlib/information/environment.html
@@ -139,12 +139,12 @@ <h1>Run Environment Information<a class="headerlink" href="#Run-Environment-Info
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 CPU Count: 4
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diff --git a/dev/bchlib/information/environment.result.html b/dev/bchlib/information/environment.result.html
@@ -141,12 +141,12 @@ <h1>Run Environment Information<a class="headerlink" href="#Run-Environment-Info
 </div>
 <div class="output_area docutils container">
 <div class="highlight"><pre>
-OS: Linux-6.8.0-1014-azure-x86_64-with-glibc2.34
+OS: Linux-6.5.0-1025-azure-x86_64-with-glibc2.34
 Python: CPython 3.8.18
 CPU Brand: AMD EPYC 7763 64-Core Processor
 CPU Count: 4
-CPU Freq: 3094.3737499999997 MHz
-Memory Size: 15.615 GiB
+CPU Freq: 3089.38425 MHz
+Memory Size: 15.606 GiB
 Has CUDA: No
 </pre></div></div>
 </div>

diff --git a/dev/bchlib/information/environment.result.ipynb b/dev/bchlib/information/environment.result.ipynb
@@ -29,10 +29,10 @@
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-     "iopub.status.idle": "2024-09-17T14:27:04.697825Z",
-     "shell.execute_reply": "2024-09-17T14:27:04.697047Z"
+     "iopub.execute_input": "2024-09-17T15:20:58.875970Z",
+     "iopub.status.busy": "2024-09-17T15:20:58.875752Z",
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@@ -43,7 +43,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "OS: Linux-6.8.0-1014-azure-x86_64-with-glibc2.34\n",
+      "OS: Linux-6.5.0-1025-azure-x86_64-with-glibc2.34\n",
       "Python: CPython 3.8.18\n"
      ]
     },
@@ -53,8 +53,8 @@
      "text": [
       "CPU Brand: AMD EPYC 7763 64-Core Processor\n",
       "CPU Count: 4\n",
-      "CPU Freq: 3094.3737499999997 MHz\n",
-      "Memory Size: 15.615 GiB\n",
+      "CPU Freq: 3089.38425 MHz\n",
+      "Memory Size: 15.606 GiB\n",
       "Has CUDA: No\n"
      ]
     }

diff --git a/dev/bchlib/searchindex.js b/dev/bchlib/searchindex.js
diff --git a/dev/yolo/.buildinfo b/dev/yolo/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: ad4ec9829caba3dcce50c7c68c203d04
+config: c83a6ab2d91d0d71083cbba9c12752d4
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/dev/yolo/.doctrees/api_doc/ascii/drawing.doctree b/dev/yolo/.doctrees/api_doc/ascii/drawing.doctree
diff --git a/dev/yolo/.doctrees/api_doc/ascii/index.doctree b/dev/yolo/.doctrees/api_doc/ascii/index.doctree
diff --git a/dev/yolo/.doctrees/api_doc/config/index.doctree b/dev/yolo/.doctrees/api_doc/config/index.doctree
diff --git a/dev/yolo/.doctrees/api_doc/config/meta.doctree b/dev/yolo/.doctrees/api_doc/config/meta.doctree
diff --git a/dev/yolo/.doctrees/api_doc/data/background.doctree b/dev/yolo/.doctrees/api_doc/data/background.doctree
diff --git a/dev/yolo/.doctrees/api_doc/data/decode.doctree b/dev/yolo/.doctrees/api_doc/data/decode.doctree
diff --git a/dev/yolo/.doctrees/api_doc/data/encode.doctree b/dev/yolo/.doctrees/api_doc/data/encode.doctree
diff --git a/dev/yolo/.doctrees/api_doc/data/image.doctree b/dev/yolo/.doctrees/api_doc/data/image.doctree
diff --git a/dev/yolo/.doctrees/api_doc/data/index.doctree b/dev/yolo/.doctrees/api_doc/data/index.doctree
diff --git a/dev/yolo/.doctrees/api_doc/data/layer.doctree b/dev/yolo/.doctrees/api_doc/data/layer.doctree
diff --git a/dev/yolo/.doctrees/api_doc/detect/booru_yolo.doctree b/dev/yolo/.doctrees/api_doc/detect/booru_yolo.doctree
diff --git a/dev/yolo/.doctrees/api_doc/detect/censor.doctree b/dev/yolo/.doctrees/api_doc/detect/censor.doctree
diff --git a/dev/yolo/.doctrees/api_doc/detect/eye.doctree b/dev/yolo/.doctrees/api_doc/detect/eye.doctree
diff --git a/dev/yolo/.doctrees/api_doc/detect/face.doctree b/dev/yolo/.doctrees/api_doc/detect/face.doctree
diff --git a/dev/yolo/.doctrees/api_doc/detect/halfbody.doctree b/dev/yolo/.doctrees/api_doc/detect/halfbody.doctree
diff --git a/dev/yolo/.doctrees/api_doc/detect/hand.doctree b/dev/yolo/.doctrees/api_doc/detect/hand.doctree
diff --git a/dev/yolo/.doctrees/api_doc/detect/head.doctree b/dev/yolo/.doctrees/api_doc/detect/head.doctree
diff --git a/dev/yolo/.doctrees/api_doc/detect/index.doctree b/dev/yolo/.doctrees/api_doc/detect/index.doctree
diff --git a/dev/yolo/.doctrees/api_doc/detect/nudenet.doctree b/dev/yolo/.doctrees/api_doc/detect/nudenet.doctree
diff --git a/dev/yolo/.doctrees/api_doc/detect/person.doctree b/dev/yolo/.doctrees/api_doc/detect/person.doctree
diff --git a/dev/yolo/.doctrees/api_doc/detect/text.doctree b/dev/yolo/.doctrees/api_doc/detect/text.doctree
diff --git a/dev/yolo/.doctrees/api_doc/detect/visual.doctree b/dev/yolo/.doctrees/api_doc/detect/visual.doctree
diff --git a/dev/yolo/.doctrees/api_doc/edge/canny.doctree b/dev/yolo/.doctrees/api_doc/edge/canny.doctree
diff --git a/dev/yolo/.doctrees/api_doc/edge/index.doctree b/dev/yolo/.doctrees/api_doc/edge/index.doctree
diff --git a/dev/yolo/.doctrees/api_doc/edge/lineart.doctree b/dev/yolo/.doctrees/api_doc/edge/lineart.doctree
diff --git a/dev/yolo/.doctrees/api_doc/edge/lineart_anime.doctree b/dev/yolo/.doctrees/api_doc/edge/lineart_anime.doctree
diff --git a/dev/yolo/.doctrees/api_doc/generic/classify.doctree b/dev/yolo/.doctrees/api_doc/generic/classify.doctree
diff --git a/dev/yolo/.doctrees/api_doc/generic/enhance.doctree b/dev/yolo/.doctrees/api_doc/generic/enhance.doctree
diff --git a/dev/yolo/.doctrees/api_doc/generic/index.doctree b/dev/yolo/.doctrees/api_doc/generic/index.doctree
diff --git a/dev/yolo/.doctrees/api_doc/generic/yolo.doctree b/dev/yolo/.doctrees/api_doc/generic/yolo.doctree
diff --git a/dev/yolo/.doctrees/api_doc/metadata/geninfo.doctree b/dev/yolo/.doctrees/api_doc/metadata/geninfo.doctree
diff --git a/dev/yolo/.doctrees/api_doc/metadata/index.doctree b/dev/yolo/.doctrees/api_doc/metadata/index.doctree
diff --git a/dev/yolo/.doctrees/api_doc/metadata/lsb.doctree b/dev/yolo/.doctrees/api_doc/metadata/lsb.doctree
diff --git a/dev/yolo/.doctrees/api_doc/metrics/aesthetic.doctree b/dev/yolo/.doctrees/api_doc/metrics/aesthetic.doctree
diff --git a/dev/yolo/.doctrees/api_doc/metrics/ccip.doctree b/dev/yolo/.doctrees/api_doc/metrics/ccip.doctree
diff --git a/dev/yolo/.doctrees/api_doc/metrics/dbaesthetic.doctree b/dev/yolo/.doctrees/api_doc/metrics/dbaesthetic.doctree
diff --git a/dev/yolo/.doctrees/api_doc/metrics/index.doctree b/dev/yolo/.doctrees/api_doc/metrics/index.doctree
diff --git a/dev/yolo/.doctrees/api_doc/metrics/laplacian.doctree b/dev/yolo/.doctrees/api_doc/metrics/laplacian.doctree
diff --git a/dev/yolo/.doctrees/api_doc/metrics/lpips.doctree b/dev/yolo/.doctrees/api_doc/metrics/lpips.doctree
diff --git a/dev/yolo/.doctrees/api_doc/metrics/psnr_.doctree b/dev/yolo/.doctrees/api_doc/metrics/psnr_.doctree
diff --git a/dev/yolo/.doctrees/api_doc/ocr/index.doctree b/dev/yolo/.doctrees/api_doc/ocr/index.doctree
diff --git a/dev/yolo/.doctrees/api_doc/operate/align.doctree b/dev/yolo/.doctrees/api_doc/operate/align.doctree
diff --git a/dev/yolo/.doctrees/api_doc/operate/censor.doctree b/dev/yolo/.doctrees/api_doc/operate/censor.doctree
diff --git a/dev/yolo/.doctrees/api_doc/operate/imgcensor.doctree b/dev/yolo/.doctrees/api_doc/operate/imgcensor.doctree
diff --git a/dev/yolo/.doctrees/api_doc/operate/index.doctree b/dev/yolo/.doctrees/api_doc/operate/index.doctree
diff --git a/dev/yolo/.doctrees/api_doc/operate/squeeze.doctree b/dev/yolo/.doctrees/api_doc/operate/squeeze.doctree
diff --git a/dev/yolo/.doctrees/api_doc/pose/dwpose.doctree b/dev/yolo/.doctrees/api_doc/pose/dwpose.doctree
diff --git a/dev/yolo/.doctrees/api_doc/pose/format.doctree b/dev/yolo/.doctrees/api_doc/pose/format.doctree
diff --git a/dev/yolo/.doctrees/api_doc/pose/index.doctree b/dev/yolo/.doctrees/api_doc/pose/index.doctree
diff --git a/dev/yolo/.doctrees/api_doc/pose/visual.doctree b/dev/yolo/.doctrees/api_doc/pose/visual.doctree
diff --git a/dev/yolo/.doctrees/api_doc/resource/background.doctree b/dev/yolo/.doctrees/api_doc/resource/background.doctree
diff --git a/dev/yolo/.doctrees/api_doc/resource/index.doctree b/dev/yolo/.doctrees/api_doc/resource/index.doctree
diff --git a/dev/yolo/.doctrees/api_doc/restore/adversarial.doctree b/dev/yolo/.doctrees/api_doc/restore/adversarial.doctree
diff --git a/dev/yolo/.doctrees/api_doc/restore/index.doctree b/dev/yolo/.doctrees/api_doc/restore/index.doctree
diff --git a/dev/yolo/.doctrees/api_doc/restore/nafnet.doctree b/dev/yolo/.doctrees/api_doc/restore/nafnet.doctree
diff --git a/dev/yolo/.doctrees/api_doc/restore/scunet.doctree b/dev/yolo/.doctrees/api_doc/restore/scunet.doctree
diff --git a/dev/yolo/.doctrees/api_doc/sd/index.doctree b/dev/yolo/.doctrees/api_doc/sd/index.doctree
diff --git a/dev/yolo/.doctrees/api_doc/sd/metadata.doctree b/dev/yolo/.doctrees/api_doc/sd/metadata.doctree
diff --git a/dev/yolo/.doctrees/api_doc/sd/model.doctree b/dev/yolo/.doctrees/api_doc/sd/model.doctree
diff --git a/dev/yolo/.doctrees/api_doc/sd/nai.doctree b/dev/yolo/.doctrees/api_doc/sd/nai.doctree
diff --git a/dev/yolo/.doctrees/api_doc/segment/index.doctree b/dev/yolo/.doctrees/api_doc/segment/index.doctree
diff --git a/dev/yolo/.doctrees/api_doc/segment/isnetis.doctree b/dev/yolo/.doctrees/api_doc/segment/isnetis.doctree
diff --git a/dev/yolo/.doctrees/api_doc/tagging/blacklist.doctree b/dev/yolo/.doctrees/api_doc/tagging/blacklist.doctree
diff --git a/dev/yolo/.doctrees/api_doc/tagging/character.doctree b/dev/yolo/.doctrees/api_doc/tagging/character.doctree
diff --git a/dev/yolo/.doctrees/api_doc/tagging/deepdanbooru.doctree b/dev/yolo/.doctrees/api_doc/tagging/deepdanbooru.doctree
diff --git a/dev/yolo/.doctrees/api_doc/tagging/format.doctree b/dev/yolo/.doctrees/api_doc/tagging/format.doctree
diff --git a/dev/yolo/.doctrees/api_doc/tagging/index.doctree b/dev/yolo/.doctrees/api_doc/tagging/index.doctree
diff --git a/dev/yolo/.doctrees/api_doc/tagging/match.doctree b/dev/yolo/.doctrees/api_doc/tagging/match.doctree
diff --git a/dev/yolo/.doctrees/api_doc/tagging/mldanbooru.doctree b/dev/yolo/.doctrees/api_doc/tagging/mldanbooru.doctree
diff --git a/dev/yolo/.doctrees/api_doc/tagging/order.doctree b/dev/yolo/.doctrees/api_doc/tagging/order.doctree
diff --git a/dev/yolo/.doctrees/api_doc/tagging/overlap.doctree b/dev/yolo/.doctrees/api_doc/tagging/overlap.doctree
diff --git a/dev/yolo/.doctrees/api_doc/tagging/wd14.doctree b/dev/yolo/.doctrees/api_doc/tagging/wd14.doctree
diff --git a/dev/yolo/.doctrees/api_doc/upscale/cdc.doctree b/dev/yolo/.doctrees/api_doc/upscale/cdc.doctree
diff --git a/dev/yolo/.doctrees/api_doc/upscale/index.doctree b/dev/yolo/.doctrees/api_doc/upscale/index.doctree
diff --git a/dev/yolo/.doctrees/api_doc/utils/index.doctree b/dev/yolo/.doctrees/api_doc/utils/index.doctree
diff --git a/dev/yolo/.doctrees/api_doc/utils/onnxruntime.doctree b/dev/yolo/.doctrees/api_doc/utils/onnxruntime.doctree
diff --git a/dev/yolo/.doctrees/api_doc/validate/aicheck.doctree b/dev/yolo/.doctrees/api_doc/validate/aicheck.doctree
diff --git a/dev/yolo/.doctrees/api_doc/validate/bangumi_char.doctree b/dev/yolo/.doctrees/api_doc/validate/bangumi_char.doctree
diff --git a/dev/yolo/.doctrees/api_doc/validate/classify.doctree b/dev/yolo/.doctrees/api_doc/validate/classify.doctree
diff --git a/dev/yolo/.doctrees/api_doc/validate/color.doctree b/dev/yolo/.doctrees/api_doc/validate/color.doctree
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diff --git a/dev/yolo/.doctrees/api_doc/validate/dbrating.doctree b/dev/yolo/.doctrees/api_doc/validate/dbrating.doctree
diff --git a/dev/yolo/.doctrees/api_doc/validate/index.doctree b/dev/yolo/.doctrees/api_doc/validate/index.doctree
diff --git a/dev/yolo/.doctrees/api_doc/validate/monochrome.doctree b/dev/yolo/.doctrees/api_doc/validate/monochrome.doctree
diff --git a/dev/yolo/.doctrees/api_doc/validate/nsfw.doctree b/dev/yolo/.doctrees/api_doc/validate/nsfw.doctree
diff --git a/dev/yolo/.doctrees/api_doc/validate/portrait.doctree b/dev/yolo/.doctrees/api_doc/validate/portrait.doctree
diff --git a/dev/yolo/.doctrees/api_doc/validate/rating.doctree b/dev/yolo/.doctrees/api_doc/validate/rating.doctree
diff --git a/dev/yolo/.doctrees/api_doc/validate/real.doctree b/dev/yolo/.doctrees/api_doc/validate/real.doctree
diff --git a/dev/yolo/.doctrees/api_doc/validate/safe.doctree b/dev/yolo/.doctrees/api_doc/validate/safe.doctree
diff --git a/dev/yolo/.doctrees/api_doc/validate/style_age.doctree b/dev/yolo/.doctrees/api_doc/validate/style_age.doctree
diff --git a/dev/yolo/.doctrees/api_doc/validate/teen.doctree b/dev/yolo/.doctrees/api_doc/validate/teen.doctree
diff --git a/dev/yolo/.doctrees/api_doc/validate/truncate.doctree b/dev/yolo/.doctrees/api_doc/validate/truncate.doctree
diff --git a/dev/yolo/.doctrees/environment.pickle b/dev/yolo/.doctrees/environment.pickle
diff --git a/dev/yolo/.doctrees/index.doctree b/dev/yolo/.doctrees/index.doctree
diff --git a/dev/yolo/.doctrees/information/environment.doctree b/dev/yolo/.doctrees/information/environment.doctree
diff --git a/dev/yolo/.doctrees/information/environment.result.doctree b/dev/yolo/.doctrees/information/environment.result.doctree
diff --git a/dev/yolo/.doctrees/nbsphinx/information/environment.ipynb b/dev/yolo/.doctrees/nbsphinx/information/environment.ipynb
@@ -29,10 +29,10 @@
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-     "shell.execute_reply": "2024-09-17T14:27:36.383854Z"
+     "iopub.execute_input": "2024-09-17T15:21:32.550387Z",
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      "name": "#%%\n"
@@ -43,7 +43,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
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       "Python: CPython 3.8.18\n"
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@@ -53,8 +53,8 @@
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       "CPU Count: 4\n",
-      "CPU Freq: 3243.54875 MHz\n",
-      "Memory Size: 15.615 GiB\n",
+      "CPU Freq: 2920.044 MHz\n",
+      "Memory Size: 15.606 GiB\n",
       "Has CUDA: No\n"
      ]
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diff --git a/dev/yolo/.doctrees/nbsphinx/information/environment.result.ipynb b/dev/yolo/.doctrees/nbsphinx/information/environment.result.ipynb
@@ -29,10 +29,10 @@
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@@ -43,7 +43,7 @@
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@@ -53,8 +53,8 @@
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-      "CPU Freq: 3251.157 MHz\n",
-      "Memory Size: 15.615 GiB\n",
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diff --git a/dev/yolo/.doctrees/tutorials/installation/index.doctree b/dev/yolo/.doctrees/tutorials/installation/index.doctree
diff --git a/dev/yolo/.doctrees/tutorials/quick_start/index.doctree b/dev/yolo/.doctrees/tutorials/quick_start/index.doctree