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diff --git a/ccip/.buildinfo b/ccip/.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: 53c8790cac2e1a27a6731d182163aae9
+config: 8203a18a80820dd694c711937d9d2084
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/ccip/.doctrees/api_doc/config/index.doctree b/ccip/.doctrees/api_doc/config/index.doctree
diff --git a/ccip/.doctrees/api_doc/config/meta.doctree b/ccip/.doctrees/api_doc/config/meta.doctree
diff --git a/ccip/.doctrees/api_doc/data/background.doctree b/ccip/.doctrees/api_doc/data/background.doctree
diff --git a/ccip/.doctrees/api_doc/data/decode.doctree b/ccip/.doctrees/api_doc/data/decode.doctree
diff --git a/ccip/.doctrees/api_doc/data/encode.doctree b/ccip/.doctrees/api_doc/data/encode.doctree
diff --git a/ccip/.doctrees/api_doc/data/image.doctree b/ccip/.doctrees/api_doc/data/image.doctree
diff --git a/ccip/.doctrees/api_doc/data/index.doctree b/ccip/.doctrees/api_doc/data/index.doctree
diff --git a/ccip/.doctrees/api_doc/data/layer.doctree b/ccip/.doctrees/api_doc/data/layer.doctree
diff --git a/ccip/.doctrees/api_doc/detect/censor.doctree b/ccip/.doctrees/api_doc/detect/censor.doctree
diff --git a/ccip/.doctrees/api_doc/detect/face.doctree b/ccip/.doctrees/api_doc/detect/face.doctree
diff --git a/ccip/.doctrees/api_doc/detect/head.doctree b/ccip/.doctrees/api_doc/detect/head.doctree
diff --git a/ccip/.doctrees/api_doc/detect/index.doctree b/ccip/.doctrees/api_doc/detect/index.doctree
diff --git a/ccip/.doctrees/api_doc/detect/person.doctree b/ccip/.doctrees/api_doc/detect/person.doctree
diff --git a/ccip/.doctrees/api_doc/detect/visual.doctree b/ccip/.doctrees/api_doc/detect/visual.doctree
diff --git a/ccip/.doctrees/api_doc/edge/canny.doctree b/ccip/.doctrees/api_doc/edge/canny.doctree
diff --git a/ccip/.doctrees/api_doc/edge/index.doctree b/ccip/.doctrees/api_doc/edge/index.doctree
diff --git a/ccip/.doctrees/api_doc/edge/lineart.doctree b/ccip/.doctrees/api_doc/edge/lineart.doctree
diff --git a/ccip/.doctrees/api_doc/edge/lineart_anime.doctree b/ccip/.doctrees/api_doc/edge/lineart_anime.doctree
diff --git a/ccip/.doctrees/api_doc/metrics/aesthetic.doctree b/ccip/.doctrees/api_doc/metrics/aesthetic.doctree
diff --git a/ccip/.doctrees/api_doc/metrics/ccip.doctree b/ccip/.doctrees/api_doc/metrics/ccip.doctree
diff --git a/ccip/.doctrees/api_doc/metrics/index.doctree b/ccip/.doctrees/api_doc/metrics/index.doctree
diff --git a/ccip/.doctrees/api_doc/metrics/lpips.doctree b/ccip/.doctrees/api_doc/metrics/lpips.doctree
diff --git a/ccip/.doctrees/api_doc/metrics/psnr_.doctree b/ccip/.doctrees/api_doc/metrics/psnr_.doctree
diff --git a/ccip/.doctrees/api_doc/operate/align.doctree b/ccip/.doctrees/api_doc/operate/align.doctree
diff --git a/ccip/.doctrees/api_doc/operate/censor.doctree b/ccip/.doctrees/api_doc/operate/censor.doctree
diff --git a/ccip/.doctrees/api_doc/operate/imgcensor.doctree b/ccip/.doctrees/api_doc/operate/imgcensor.doctree
diff --git a/ccip/.doctrees/api_doc/operate/index.doctree b/ccip/.doctrees/api_doc/operate/index.doctree
diff --git a/ccip/.doctrees/api_doc/operate/squeeze.doctree b/ccip/.doctrees/api_doc/operate/squeeze.doctree
diff --git a/ccip/.doctrees/api_doc/segment/index.doctree b/ccip/.doctrees/api_doc/segment/index.doctree
diff --git a/ccip/.doctrees/api_doc/segment/isnetis.doctree b/ccip/.doctrees/api_doc/segment/isnetis.doctree
diff --git a/ccip/.doctrees/api_doc/tagging/deepdanbooru.doctree b/ccip/.doctrees/api_doc/tagging/deepdanbooru.doctree
diff --git a/ccip/.doctrees/api_doc/tagging/format.doctree b/ccip/.doctrees/api_doc/tagging/format.doctree
diff --git a/ccip/.doctrees/api_doc/tagging/index.doctree b/ccip/.doctrees/api_doc/tagging/index.doctree
diff --git a/ccip/.doctrees/api_doc/tagging/mldanbooru.doctree b/ccip/.doctrees/api_doc/tagging/mldanbooru.doctree
diff --git a/ccip/.doctrees/api_doc/tagging/wd14.doctree b/ccip/.doctrees/api_doc/tagging/wd14.doctree
diff --git a/ccip/.doctrees/api_doc/utils/index.doctree b/ccip/.doctrees/api_doc/utils/index.doctree
diff --git a/ccip/.doctrees/api_doc/utils/onnxruntime.doctree b/ccip/.doctrees/api_doc/utils/onnxruntime.doctree
diff --git a/ccip/.doctrees/api_doc/validate/aicheck.doctree b/ccip/.doctrees/api_doc/validate/aicheck.doctree
diff --git a/ccip/.doctrees/api_doc/validate/classify.doctree b/ccip/.doctrees/api_doc/validate/classify.doctree
diff --git a/ccip/.doctrees/api_doc/validate/color.doctree b/ccip/.doctrees/api_doc/validate/color.doctree
diff --git a/ccip/.doctrees/api_doc/validate/index.doctree b/ccip/.doctrees/api_doc/validate/index.doctree
diff --git a/ccip/.doctrees/api_doc/validate/monochrome.doctree b/ccip/.doctrees/api_doc/validate/monochrome.doctree
diff --git a/ccip/.doctrees/api_doc/validate/nsfw.doctree b/ccip/.doctrees/api_doc/validate/nsfw.doctree
diff --git a/ccip/.doctrees/api_doc/validate/rating.doctree b/ccip/.doctrees/api_doc/validate/rating.doctree
diff --git a/ccip/.doctrees/api_doc/validate/truncate.doctree b/ccip/.doctrees/api_doc/validate/truncate.doctree
diff --git a/ccip/.doctrees/environment.pickle b/ccip/.doctrees/environment.pickle
diff --git a/ccip/.doctrees/index.doctree b/ccip/.doctrees/index.doctree
diff --git a/ccip/.doctrees/information/environment.doctree b/ccip/.doctrees/information/environment.doctree
diff --git a/ccip/.doctrees/information/environment.result.doctree b/ccip/.doctrees/information/environment.result.doctree
diff --git a/ccip/.doctrees/nbsphinx/information/environment.ipynb b/ccip/.doctrees/nbsphinx/information/environment.ipynb
@@ -29,10 +29,10 @@
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@@ -51,9 +51,9 @@
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diff --git a/ccip/.doctrees/nbsphinx/information/environment.result.ipynb b/ccip/.doctrees/nbsphinx/information/environment.result.ipynb
@@ -29,10 +29,10 @@
    "execution_count": 1,
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@@ -45,9 +45,9 @@
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       "OS: Linux-6.2.0-1012-azure-x86_64-with-glibc2.34\n",
       "Python: CPython 3.8.18\n",
-      "CPU Brand: Intel(R) Xeon(R) CPU E5-2673 v4 @ 2.30GHz\n",
+      "CPU Brand: Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz\n",
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+      "CPU Freq: 2593.907 MHz\n",
       "Memory Size: 6.760 GiB\n",
       "Has CUDA: No\n"
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diff --git a/ccip/.doctrees/tutorials/installation/index.doctree b/ccip/.doctrees/tutorials/installation/index.doctree
diff --git a/ccip/.doctrees/tutorials/quick_start/index.doctree b/ccip/.doctrees/tutorials/quick_start/index.doctree
diff --git a/ccip/_modules/imgutils/data/background.html b/ccip/_modules/imgutils/data/background.html
@@ -293,13 +293,14 @@ <h1>Source code for imgutils.data.background</h1><div class="highlight"><pre>
                 </dl>
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+                        <dd><a href="../../../../dev/sd/index.html">dev/sd</a></dd>
                         <dd><a href="background.html">ccip</a></dd>
                         <dd><a href="../../../../dev/cdc/index.html">dev/cdc</a></dd>
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diff --git a/ccip/_modules/imgutils/data/decode.html b/ccip/_modules/imgutils/data/decode.html
@@ -287,13 +287,14 @@ <h1>Source code for imgutils.data.decode</h1><div class="highlight"><pre>
                 </dl>
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-                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
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                         <dd><a href="decode.html">ccip</a></dd>
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diff --git a/ccip/_modules/imgutils/data/encode.html b/ccip/_modules/imgutils/data/encode.html
@@ -286,13 +286,14 @@ <h1>Source code for imgutils.data.encode</h1><div class="highlight"><pre>
                 </dl>
                 <dl>
                     <dt>Branches</dt>
-                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
+                        <dd><a href="../../../../dev/sd/index.html">dev/sd</a></dd>
                         <dd><a href="encode.html">ccip</a></dd>
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diff --git a/ccip/_modules/imgutils/data/image.html b/ccip/_modules/imgutils/data/image.html
@@ -330,13 +330,14 @@ <h1>Source code for imgutils.data.image</h1><div class="highlight"><pre>
                 </dl>
                 <dl>
                     <dt>Branches</dt>
-                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
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                         <dd><a href="image.html">ccip</a></dd>
                         <dd><a href="../../../../dev/cdc/index.html">dev/cdc</a></dd>
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                         <dd><a href="../../../../dev/resolution/index.html">dev/resolution</a></dd>
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diff --git a/ccip/_modules/imgutils/data/layer.html b/ccip/_modules/imgutils/data/layer.html
@@ -336,13 +336,14 @@ <h1>Source code for imgutils.data.layer</h1><div class="highlight"><pre>
                 </dl>
                 <dl>
                     <dt>Branches</dt>
-                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
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                         <dd><a href="../../../../dev/resolution/index.html">dev/resolution</a></dd>
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                         <dd><a href="../../../../main/index.html">main</a></dd>
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diff --git a/ccip/_modules/imgutils/detect/censor.html b/ccip/_modules/imgutils/detect/censor.html
@@ -309,13 +309,14 @@ <h1>Source code for imgutils.detect.censor</h1><div class="highlight"><pre>
                 </dl>
                 <dl>
                     <dt>Branches</dt>
-                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
+                        <dd><a href="../../../../dev/sd/index.html">dev/sd</a></dd>
                         <dd><a href="censor.html">ccip</a></dd>
                         <dd><a href="../../../../dev/cdc/index.html">dev/cdc</a></dd>
                         <dd><a href="../../../../dev/ocr/index.html">dev/ocr</a></dd>
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                         <dd><a href="../../../../dev/resolution/index.html">dev/resolution</a></dd>
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                         <dd><a href="../../../../dev/waifu2x/index.html">dev/waifu2x</a></dd>
                         <dd><a href="../../../../main/index.html">main</a></dd>
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diff --git a/ccip/_modules/imgutils/detect/face.html b/ccip/_modules/imgutils/detect/face.html
@@ -309,13 +309,14 @@ <h1>Source code for imgutils.detect.face</h1><div class="highlight"><pre>
                 </dl>
                 <dl>
                     <dt>Branches</dt>
-                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
+                        <dd><a href="../../../../dev/sd/index.html">dev/sd</a></dd>
                         <dd><a href="face.html">ccip</a></dd>
                         <dd><a href="../../../../dev/cdc/index.html">dev/cdc</a></dd>
                         <dd><a href="../../../../dev/ocr/index.html">dev/ocr</a></dd>
                         <dd><a href="../../../../dev/onnx/index.html">dev/onnx</a></dd>
                         <dd><a href="../../../../dev/resolution/index.html">dev/resolution</a></dd>
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                         <dd><a href="../../../../dev/waifu2x/index.html">dev/waifu2x</a></dd>
                         <dd><a href="../../../../main/index.html">main</a></dd>
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diff --git a/ccip/_modules/imgutils/detect/head.html b/ccip/_modules/imgutils/detect/head.html
@@ -303,13 +303,14 @@ <h1>Source code for imgutils.detect.head</h1><div class="highlight"><pre>
                 </dl>
                 <dl>
                     <dt>Branches</dt>
-                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
+                        <dd><a href="../../../../dev/sd/index.html">dev/sd</a></dd>
                         <dd><a href="head.html">ccip</a></dd>
                         <dd><a href="../../../../dev/cdc/index.html">dev/cdc</a></dd>
                         <dd><a href="../../../../dev/ocr/index.html">dev/ocr</a></dd>
                         <dd><a href="../../../../dev/onnx/index.html">dev/onnx</a></dd>
                         <dd><a href="../../../../dev/resolution/index.html">dev/resolution</a></dd>
                         <dd><a href="../../../../dev/restore/index.html">dev/restore</a></dd>
+                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
                         <dd><a href="../../../../dev/waifu2x/index.html">dev/waifu2x</a></dd>
                         <dd><a href="../../../../main/index.html">main</a></dd>
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diff --git a/ccip/_modules/imgutils/detect/person.html b/ccip/_modules/imgutils/detect/person.html
@@ -316,13 +316,14 @@ <h1>Source code for imgutils.detect.person</h1><div class="highlight"><pre>
                 </dl>
                 <dl>
                     <dt>Branches</dt>
-                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
+                        <dd><a href="../../../../dev/sd/index.html">dev/sd</a></dd>
                         <dd><a href="person.html">ccip</a></dd>
                         <dd><a href="../../../../dev/cdc/index.html">dev/cdc</a></dd>
                         <dd><a href="../../../../dev/ocr/index.html">dev/ocr</a></dd>
                         <dd><a href="../../../../dev/onnx/index.html">dev/onnx</a></dd>
                         <dd><a href="../../../../dev/resolution/index.html">dev/resolution</a></dd>
                         <dd><a href="../../../../dev/restore/index.html">dev/restore</a></dd>
+                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
                         <dd><a href="../../../../dev/waifu2x/index.html">dev/waifu2x</a></dd>
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diff --git a/ccip/_modules/imgutils/detect/visual.html b/ccip/_modules/imgutils/detect/visual.html
@@ -304,13 +304,14 @@ <h1>Source code for imgutils.detect.visual</h1><div class="highlight"><pre>
                 </dl>
                 <dl>
                     <dt>Branches</dt>
-                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
+                        <dd><a href="../../../../dev/sd/index.html">dev/sd</a></dd>
                         <dd><a href="visual.html">ccip</a></dd>
                         <dd><a href="../../../../dev/cdc/index.html">dev/cdc</a></dd>
                         <dd><a href="../../../../dev/ocr/index.html">dev/ocr</a></dd>
                         <dd><a href="../../../../dev/onnx/index.html">dev/onnx</a></dd>
                         <dd><a href="../../../../dev/resolution/index.html">dev/resolution</a></dd>
                         <dd><a href="../../../../dev/restore/index.html">dev/restore</a></dd>
+                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
                         <dd><a href="../../../../dev/waifu2x/index.html">dev/waifu2x</a></dd>
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diff --git a/ccip/_modules/imgutils/edge/canny.html b/ccip/_modules/imgutils/edge/canny.html
@@ -283,13 +283,14 @@ <h1>Source code for imgutils.edge.canny</h1><div class="highlight"><pre>
                 </dl>
                 <dl>
                     <dt>Branches</dt>
-                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
+                        <dd><a href="../../../../dev/sd/index.html">dev/sd</a></dd>
                         <dd><a href="canny.html">ccip</a></dd>
                         <dd><a href="../../../../dev/cdc/index.html">dev/cdc</a></dd>
                         <dd><a href="../../../../dev/ocr/index.html">dev/ocr</a></dd>
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                         <dd><a href="../../../../dev/resolution/index.html">dev/resolution</a></dd>
                         <dd><a href="../../../../dev/restore/index.html">dev/restore</a></dd>
+                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
                         <dd><a href="../../../../dev/waifu2x/index.html">dev/waifu2x</a></dd>
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diff --git a/ccip/_modules/imgutils/edge/lineart.html b/ccip/_modules/imgutils/edge/lineart.html
@@ -307,13 +307,14 @@ <h1>Source code for imgutils.edge.lineart</h1><div class="highlight"><pre>
                 </dl>
                 <dl>
                     <dt>Branches</dt>
-                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
+                        <dd><a href="../../../../dev/sd/index.html">dev/sd</a></dd>
                         <dd><a href="lineart.html">ccip</a></dd>
                         <dd><a href="../../../../dev/cdc/index.html">dev/cdc</a></dd>
                         <dd><a href="../../../../dev/ocr/index.html">dev/ocr</a></dd>
                         <dd><a href="../../../../dev/onnx/index.html">dev/onnx</a></dd>
                         <dd><a href="../../../../dev/resolution/index.html">dev/resolution</a></dd>
                         <dd><a href="../../../../dev/restore/index.html">dev/restore</a></dd>
+                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
                         <dd><a href="../../../../dev/waifu2x/index.html">dev/waifu2x</a></dd>
                         <dd><a href="../../../../main/index.html">main</a></dd>
                 </dl>

diff --git a/ccip/_modules/imgutils/edge/lineart_anime.html b/ccip/_modules/imgutils/edge/lineart_anime.html
@@ -296,13 +296,14 @@ <h1>Source code for imgutils.edge.lineart_anime</h1><div class="highlight"><pre>
                 </dl>
                 <dl>
                     <dt>Branches</dt>
-                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
+                        <dd><a href="../../../../dev/sd/index.html">dev/sd</a></dd>
                         <dd><a href="lineart_anime.html">ccip</a></dd>
                         <dd><a href="../../../../dev/cdc/index.html">dev/cdc</a></dd>
                         <dd><a href="../../../../dev/ocr/index.html">dev/ocr</a></dd>
                         <dd><a href="../../../../dev/onnx/index.html">dev/onnx</a></dd>
                         <dd><a href="../../../../dev/resolution/index.html">dev/resolution</a></dd>
                         <dd><a href="../../../../dev/restore/index.html">dev/restore</a></dd>
+                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
                         <dd><a href="../../../../dev/waifu2x/index.html">dev/waifu2x</a></dd>
                         <dd><a href="../../../../main/index.html">main</a></dd>
                 </dl>

diff --git a/ccip/_modules/imgutils/metrics/aesthetic.html b/ccip/_modules/imgutils/metrics/aesthetic.html
@@ -307,13 +307,14 @@ <h1>Source code for imgutils.metrics.aesthetic</h1><div class="highlight"><pre>
                 </dl>
                 <dl>
                     <dt>Branches</dt>
-                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
+                        <dd><a href="../../../../dev/sd/index.html">dev/sd</a></dd>
                         <dd><a href="aesthetic.html">ccip</a></dd>
                         <dd><a href="../../../../dev/cdc/index.html">dev/cdc</a></dd>
                         <dd><a href="../../../../dev/ocr/index.html">dev/ocr</a></dd>
                         <dd><a href="../../../../dev/onnx/index.html">dev/onnx</a></dd>
                         <dd><a href="../../../../dev/resolution/index.html">dev/resolution</a></dd>
                         <dd><a href="../../../../dev/restore/index.html">dev/restore</a></dd>
+                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
                         <dd><a href="../../../../dev/waifu2x/index.html">dev/waifu2x</a></dd>
                         <dd><a href="../../../../main/index.html">main</a></dd>
                 </dl>

diff --git a/ccip/_modules/imgutils/metrics/ccip.html b/ccip/_modules/imgutils/metrics/ccip.html
@@ -752,13 +752,14 @@ <h1>Source code for imgutils.metrics.ccip</h1><div class="highlight"><pre>
                 </dl>
                 <dl>
                     <dt>Branches</dt>
-                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
+                        <dd><a href="../../../../dev/sd/index.html">dev/sd</a></dd>
                         <dd><a href="ccip.html">ccip</a></dd>
                         <dd><a href="../../../../dev/cdc/index.html">dev/cdc</a></dd>
                         <dd><a href="../../../../dev/ocr/index.html">dev/ocr</a></dd>
                         <dd><a href="../../../../dev/onnx/index.html">dev/onnx</a></dd>
                         <dd><a href="../../../../dev/resolution/index.html">dev/resolution</a></dd>
                         <dd><a href="../../../../dev/restore/index.html">dev/restore</a></dd>
+                        <dd><a href="../../../../dev/tagging/index.html">dev/tagging</a></dd>
                         <dd><a href="../../../../dev/waifu2x/index.html">dev/waifu2x</a></dd>
                         <dd><a href="../../../../main/index.html">main</a></dd>
                 </dl>