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"2023-12-24T06:30:57.372045Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2905.9447499999997 MHz\n", + "CPU Freq: 2734.1987499999996 MHz\n", "Memory Size: 15.607 GiB\n", "Has CUDA: No\n" ] diff --git a/ccip/.doctrees/nbsphinx/information/environment.result.ipynb b/ccip/.doctrees/nbsphinx/information/environment.result.ipynb index 69dbff93ea5..20fc477318d 100644 --- a/ccip/.doctrees/nbsphinx/information/environment.result.ipynb +++ b/ccip/.doctrees/nbsphinx/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-23T17:26:54.843664Z", - "iopub.status.busy": "2023-12-23T17:26:54.843474Z", - "iopub.status.idle": "2023-12-23T17:26:56.010972Z", - "shell.execute_reply": "2023-12-23T17:26:56.010295Z" + "iopub.execute_input": "2023-12-24T06:25:28.780642Z", + "iopub.status.busy": "2023-12-24T06:25:28.780408Z", + "iopub.status.idle": "2023-12-24T06:25:29.954487Z", + "shell.execute_reply": "2023-12-24T06:25:29.953758Z" }, "pycharm": { "name": "#%%\n" @@ -47,7 +47,7 @@ "Python: CPython 3.8.18\n", "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2774.09125 MHz\n", + "CPU Freq: 3009.2145 MHz\n", "Memory Size: 15.607 GiB\n", "Has CUDA: No\n" ] diff --git a/ccip/.doctrees/tutorials/installation/index.doctree b/ccip/.doctrees/tutorials/installation/index.doctree index 44f98706da2..4791d815889 100644 Binary files a/ccip/.doctrees/tutorials/installation/index.doctree and b/ccip/.doctrees/tutorials/installation/index.doctree differ diff --git a/ccip/.doctrees/tutorials/quick_start/index.doctree b/ccip/.doctrees/tutorials/quick_start/index.doctree index 44885009fd6..e77f0c4275e 100644 Binary files a/ccip/.doctrees/tutorials/quick_start/index.doctree and b/ccip/.doctrees/tutorials/quick_start/index.doctree differ diff --git a/ccip/_modules/imgutils/data/background.html b/ccip/_modules/imgutils/data/background.html index 25d9f8388a8..0b66a05ba7e 100644 --- a/ccip/_modules/imgutils/data/background.html +++ b/ccip/_modules/imgutils/data/background.html @@ -296,13 +296,13 @@

Source code for imgutils.data.background

                 
                 

                     
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Source code for imgutils.data.decode

                 
                 

                     
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Source code for imgutils.data.encode

                 
                 

                     
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Source code for imgutils.data.image

                 
                 

                     
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Source code for imgutils.data.layer

                 
                 

                     
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Source code for imgutils.detect.censor

                 
                 

                     
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Source code for imgutils.detect.face

                 
                 

                     
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Source code for imgutils.detect.head

                 
                 

                     
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Run Environment Informationdev/adversarial +
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Python Module Index

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to imgutils\u2019s Documentation","Run Environment Information","Run Environment Information","Installation","Quick 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\ No newline at end of file diff --git a/ccip/tutorials/installation/index.html b/ccip/tutorials/installation/index.html index 66ea9fbc2a9..005443769f4 100644 --- a/ccip/tutorials/installation/index.html +++ b/ccip/tutorials/installation/index.html @@ -278,13 +278,13 @@

Installationdev/adversarial +
main
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dev/cdc
dev/py312
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main
diff --git a/ccip/tutorials/quick_start/index.html b/ccip/tutorials/quick_start/index.html index 6debc9a65dc..ece1faebba5 100644 --- a/ccip/tutorials/quick_start/index.html +++ b/ccip/tutorials/quick_start/index.html @@ -247,13 +247,13 @@

Quick Startdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
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"name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2794.63375 MHz\n", + "CPU Freq: 2975.6862499999997 MHz\n", "Memory Size: 15.607 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/adversarial/.doctrees/nbsphinx/information/environment.result.ipynb b/dev/adversarial/.doctrees/nbsphinx/information/environment.result.ipynb index a2d6677f624..adf5593c8c8 100644 --- a/dev/adversarial/.doctrees/nbsphinx/information/environment.result.ipynb +++ b/dev/adversarial/.doctrees/nbsphinx/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-23T17:24:18.868390Z", - "iopub.status.busy": "2023-12-23T17:24:18.868207Z", - "iopub.status.idle": "2023-12-23T17:24:20.030504Z", - "shell.execute_reply": "2023-12-23T17:24:20.029715Z" + "iopub.execute_input": "2023-12-24T06:25:37.392894Z", + "iopub.status.busy": "2023-12-24T06:25:37.392696Z", + "iopub.status.idle": "2023-12-24T06:25:38.564459Z", + "shell.execute_reply": "2023-12-24T06:25:38.563673Z" }, "pycharm": { "name": "#%%\n" @@ -47,7 +47,7 @@ "Python: CPython 3.8.18\n", "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3136.00225 MHz\n", + "CPU Freq: 2780.4625 MHz\n", "Memory Size: 15.607 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/adversarial/.doctrees/tutorials/installation/index.doctree b/dev/adversarial/.doctrees/tutorials/installation/index.doctree index 3f1d8fa4fe1..6d474b3a341 100644 Binary files a/dev/adversarial/.doctrees/tutorials/installation/index.doctree and b/dev/adversarial/.doctrees/tutorials/installation/index.doctree differ diff --git a/dev/adversarial/.doctrees/tutorials/quick_start/index.doctree b/dev/adversarial/.doctrees/tutorials/quick_start/index.doctree index b150bb55b6d..c5bf9dd48fc 100644 Binary files a/dev/adversarial/.doctrees/tutorials/quick_start/index.doctree and 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Source code for imgutils.ascii.drawing

                 
                 

                     
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Source code for imgutils.tagging.character

                 
                 

                     
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Source code for imgutils.tagging.deepdanbooru

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Source code for imgutils.tagging.format

                 
                 

                     
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Source code for imgutils.tagging.match

                 
                 

                     
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Source code for imgutils.tagging.order

                 
                 

                     
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Source code for imgutils.utils.onnxruntime

                 
                 

                     
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Source code for imgutils.validate.aicheck

                 
                 

                     
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Source code for imgutils.validate.bangumi_char

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Source code for imgutils.validate.truncate

                 
                 

                     
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All modules for which code is available

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diff --git a/dev/adversarial/_sources/information/environment.result.ipynb.txt b/dev/adversarial/_sources/information/environment.result.ipynb.txt index a2d6677f624..adf5593c8c8 100644 --- a/dev/adversarial/_sources/information/environment.result.ipynb.txt +++ b/dev/adversarial/_sources/information/environment.result.ipynb.txt @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-23T17:24:18.868390Z", - "iopub.status.busy": "2023-12-23T17:24:18.868207Z", - "iopub.status.idle": "2023-12-23T17:24:20.030504Z", - "shell.execute_reply": "2023-12-23T17:24:20.029715Z" + "iopub.execute_input": "2023-12-24T06:25:37.392894Z", + "iopub.status.busy": "2023-12-24T06:25:37.392696Z", + "iopub.status.idle": "2023-12-24T06:25:38.564459Z", + "shell.execute_reply": "2023-12-24T06:25:38.563673Z" }, "pycharm": { "name": "#%%\n" @@ -47,7 +47,7 @@ "Python: CPython 3.8.18\n", "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3136.00225 MHz\n", + "CPU Freq: 2780.4625 MHz\n", "Memory Size: 15.607 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/adversarial/api_doc/ascii/drawing.html b/dev/adversarial/api_doc/ascii/drawing.html index ff3e7460bf0..3aa46531cf4 100644 --- a/dev/adversarial/api_doc/ascii/drawing.html +++ b/dev/adversarial/api_doc/ascii/drawing.html @@ -346,13 +346,13 @@

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__AUTHOR_EMAIL__dev/adversarial +
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diff --git a/dev/adversarial/api_doc/data/background.html b/dev/adversarial/api_doc/data/background.html index be96fbb23ee..92a86902e8c 100644 --- a/dev/adversarial/api_doc/data/background.html +++ b/dev/adversarial/api_doc/data/background.html @@ -321,13 +321,13 @@

grid_transparentdev/adversarial +
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diff --git a/dev/adversarial/api_doc/data/decode.html b/dev/adversarial/api_doc/data/decode.html index f77d88156d4..397b09a62e2 100644 --- a/dev/adversarial/api_doc/data/decode.html +++ b/dev/adversarial/api_doc/data/decode.html @@ -307,13 +307,13 @@

rgb_decodedev/adversarial +
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diff --git a/dev/adversarial/api_doc/data/encode.html b/dev/adversarial/api_doc/data/encode.html index 276bb8b84ae..c71f412bae6 100644 --- a/dev/adversarial/api_doc/data/encode.html +++ b/dev/adversarial/api_doc/data/encode.html @@ -313,13 +313,13 @@

rgb_encodedev/adversarial +
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diff --git a/dev/adversarial/api_doc/data/image.html b/dev/adversarial/api_doc/data/image.html index f4dde22b690..62f810f23f3 100644 --- a/dev/adversarial/api_doc/data/image.html +++ b/dev/adversarial/api_doc/data/image.html @@ -318,13 +318,13 @@

load_imagesdev/adversarial +
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diff --git a/dev/adversarial/api_doc/data/index.html b/dev/adversarial/api_doc/data/index.html index 35cbc00f3fe..2f2a6412e2c 100644 --- a/dev/adversarial/api_doc/data/index.html +++ b/dev/adversarial/api_doc/data/index.html @@ -286,13 +286,13 @@
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diff --git a/dev/adversarial/api_doc/data/layer.html b/dev/adversarial/api_doc/data/layer.html index b8348c94a53..0aa79860b9b 100644 --- a/dev/adversarial/api_doc/data/layer.html +++ b/dev/adversarial/api_doc/data/layer.html @@ -312,13 +312,13 @@

istackdev/adversarial +
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diff --git a/dev/adversarial/api_doc/detect/censor.html b/dev/adversarial/api_doc/detect/censor.html index 5fdfad0de8c..e30f3df3b37 100644 --- a/dev/adversarial/api_doc/detect/censor.html +++ b/dev/adversarial/api_doc/detect/censor.html @@ -325,13 +325,13 @@

detect_censorsdev/adversarial +
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diff --git a/dev/adversarial/api_doc/detect/eye.html b/dev/adversarial/api_doc/detect/eye.html index 722c764a2cd..2ee9466e509 100644 --- a/dev/adversarial/api_doc/detect/eye.html +++ b/dev/adversarial/api_doc/detect/eye.html @@ -320,13 +320,13 @@

detect_eyesdev/adversarial +
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diff --git a/dev/adversarial/api_doc/detect/face.html b/dev/adversarial/api_doc/detect/face.html index a377b2f34cf..1622a292e32 100644 --- a/dev/adversarial/api_doc/detect/face.html +++ b/dev/adversarial/api_doc/detect/face.html @@ -328,13 +328,13 @@

detect_facesdev/adversarial +
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diff --git a/dev/adversarial/api_doc/detect/halfbody.html b/dev/adversarial/api_doc/detect/halfbody.html index 0d342517eb5..7b7b7313490 100644 --- a/dev/adversarial/api_doc/detect/halfbody.html +++ b/dev/adversarial/api_doc/detect/halfbody.html @@ -329,13 +329,13 @@

detect_halfbodydev/adversarial +
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diff --git a/dev/adversarial/api_doc/detect/hand.html b/dev/adversarial/api_doc/detect/hand.html index a7d0702c7da..ce571c3521d 100644 --- a/dev/adversarial/api_doc/detect/hand.html +++ b/dev/adversarial/api_doc/detect/hand.html @@ -304,13 +304,13 @@

detect_handsdev/adversarial +
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diff --git a/dev/adversarial/api_doc/detect/head.html b/dev/adversarial/api_doc/detect/head.html index b81442e4683..b8d679eeea4 100644 --- a/dev/adversarial/api_doc/detect/head.html +++ b/dev/adversarial/api_doc/detect/head.html @@ -323,13 +323,13 @@

detect_headsdev/adversarial +
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diff --git a/dev/adversarial/api_doc/detect/index.html b/dev/adversarial/api_doc/detect/index.html index d178163e172..b426dc8517d 100644 --- a/dev/adversarial/api_doc/detect/index.html +++ b/dev/adversarial/api_doc/detect/index.html @@ -306,13 +306,13 @@
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detect_persondev/adversarial +
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diff --git a/dev/adversarial/api_doc/detect/text.html b/dev/adversarial/api_doc/detect/text.html index dc0b5b2cf46..c051e653fc7 100644 --- a/dev/adversarial/api_doc/detect/text.html +++ b/dev/adversarial/api_doc/detect/text.html @@ -313,13 +313,13 @@

detect_textdev/adversarial +
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diff --git a/dev/adversarial/api_doc/detect/visual.html b/dev/adversarial/api_doc/detect/visual.html index bd473963c7b..12aceb6562e 100644 --- a/dev/adversarial/api_doc/detect/visual.html +++ b/dev/adversarial/api_doc/detect/visual.html @@ -306,13 +306,13 @@

detection_visualizedev/adversarial +
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diff --git a/dev/adversarial/api_doc/edge/canny.html b/dev/adversarial/api_doc/edge/canny.html index da9d46e5dff..5ef63d2faee 100644 --- a/dev/adversarial/api_doc/edge/canny.html +++ b/dev/adversarial/api_doc/edge/canny.html @@ -318,13 +318,13 @@

edge_image_with_canny
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edge_image_with_lineart
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edge_image_with_lineart_animedev/adversarial +
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diff --git a/dev/adversarial/api_doc/metrics/aesthetic.html b/dev/adversarial/api_doc/metrics/aesthetic.html index 906e4ede380..2b88d6d85a9 100644 --- a/dev/adversarial/api_doc/metrics/aesthetic.html +++ b/dev/adversarial/api_doc/metrics/aesthetic.html @@ -309,13 +309,13 @@

get_aesthetic_scoredev/adversarial +
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diff --git a/dev/adversarial/api_doc/metrics/ccip.html b/dev/adversarial/api_doc/metrics/ccip.html index 415ea84ed74..3568ee9bbd9 100644 --- a/dev/adversarial/api_doc/metrics/ccip.html +++ b/dev/adversarial/api_doc/metrics/ccip.html @@ -697,13 +697,13 @@

ccip_clusteringdev/adversarial +
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lpips_clusteringdev/adversarial +
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diff --git a/dev/adversarial/api_doc/metrics/psnr_.html b/dev/adversarial/api_doc/metrics/psnr_.html index ebe041f2179..bdd2f44f29e 100644 --- a/dev/adversarial/api_doc/metrics/psnr_.html +++ b/dev/adversarial/api_doc/metrics/psnr_.html @@ -303,13 +303,13 @@

psnr
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list_rec_modelsdev/adversarial +
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diff --git a/dev/adversarial/api_doc/operate/align.html b/dev/adversarial/api_doc/operate/align.html index a609afdfa13..c11e3f124bc 100644 --- a/dev/adversarial/api_doc/operate/align.html +++ b/dev/adversarial/api_doc/operate/align.html @@ -300,13 +300,13 @@

align_maxsizedev/adversarial +
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register_censor_method
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SingleImagedev/adversarial +
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diff --git a/dev/adversarial/api_doc/operate/index.html b/dev/adversarial/api_doc/operate/index.html index e53975217e7..872d039d10a 100644 --- a/dev/adversarial/api_doc/operate/index.html +++ b/dev/adversarial/api_doc/operate/index.html @@ -284,13 +284,13 @@
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squeeze_with_transparencydev/adversarial +
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diff --git a/dev/adversarial/api_doc/pose/dwpose.html b/dev/adversarial/api_doc/pose/dwpose.html index efce5126f35..9b4d83e4ad7 100644 --- a/dev/adversarial/api_doc/pose/dwpose.html +++ b/dev/adversarial/api_doc/pose/dwpose.html @@ -311,13 +311,13 @@

dwpose_estimatedev/adversarial +
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diff --git a/dev/adversarial/api_doc/pose/format.html b/dev/adversarial/api_doc/pose/format.html index 290cf3844b4..c55e2a75ea9 100644 --- a/dev/adversarial/api_doc/pose/format.html +++ b/dev/adversarial/api_doc/pose/format.html @@ -749,13 +749,13 @@

OP18_RIGHT_HAND_MINdev/adversarial +
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op18_visualizedev/adversarial +
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diff --git a/dev/adversarial/api_doc/restore/adversarial.html b/dev/adversarial/api_doc/restore/adversarial.html index 3d55901bda2..f0f943046b6 100644 --- a/dev/adversarial/api_doc/restore/adversarial.html +++ b/dev/adversarial/api_doc/restore/adversarial.html @@ -304,13 +304,13 @@

remove_adversarial_noisedev/adversarial +
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restore_with_nafnetdev/adversarial +
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diff --git a/dev/adversarial/api_doc/restore/scunet.html b/dev/adversarial/api_doc/restore/scunet.html index cdf054a9bd7..e2323ff3ab8 100644 --- a/dev/adversarial/api_doc/restore/scunet.html +++ b/dev/adversarial/api_doc/restore/scunet.html @@ -290,13 +290,13 @@

restore_with_scunetdev/adversarial +
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diff --git a/dev/adversarial/api_doc/sd/index.html b/dev/adversarial/api_doc/sd/index.html index fb71cb55442..3339a5bff41 100644 --- a/dev/adversarial/api_doc/sd/index.html +++ b/dev/adversarial/api_doc/sd/index.html @@ -266,13 +266,13 @@
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get_sdmeta_from_image
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diff --git a/dev/adversarial/api_doc/segment/index.html b/dev/adversarial/api_doc/segment/index.html index b244e550bda..8d1aac5c34c 100644 --- a/dev/adversarial/api_doc/segment/index.html +++ b/dev/adversarial/api_doc/segment/index.html @@ -267,13 +267,13 @@
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segment_rgba_with_isnetisdev/adversarial +
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diff --git a/dev/adversarial/api_doc/tagging/blacklist.html b/dev/adversarial/api_doc/tagging/blacklist.html index afa328e90b0..21b3e01a3fb 100644 --- a/dev/adversarial/api_doc/tagging/blacklist.html +++ b/dev/adversarial/api_doc/tagging/blacklist.html @@ -346,13 +346,13 @@

drop_blacklisted_tags
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drop_basic_character_tagsdev/adversarial +
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diff --git a/dev/adversarial/api_doc/tagging/deepdanbooru.html b/dev/adversarial/api_doc/tagging/deepdanbooru.html index 60d0244f104..0ef8dcfe37d 100644 --- a/dev/adversarial/api_doc/tagging/deepdanbooru.html +++ b/dev/adversarial/api_doc/tagging/deepdanbooru.html @@ -328,13 +328,13 @@

get_deepdanbooru_tags
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to imgutils\u2019s Documentation","Run Environment Information","Run Environment Information","Installation","Quick 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\ No newline at end of file diff --git a/dev/adversarial/tutorials/installation/index.html b/dev/adversarial/tutorials/installation/index.html index 478a050573a..5032a8316c1 100644 --- a/dev/adversarial/tutorials/installation/index.html +++ b/dev/adversarial/tutorials/installation/index.html @@ -283,13 +283,13 @@

Installationdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/adversarial/tutorials/quick_start/index.html b/dev/adversarial/tutorials/quick_start/index.html index 8a8883e9bf8..652f52f0844 100644 --- a/dev/adversarial/tutorials/quick_start/index.html +++ b/dev/adversarial/tutorials/quick_start/index.html @@ -252,13 +252,13 @@

Quick Startdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
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"2023-12-24T06:31:27.660256Z", + "iopub.status.idle": "2023-12-24T06:31:28.833325Z", + "shell.execute_reply": "2023-12-24T06:31:28.832646Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2937.357 MHz\n", + "CPU Freq: 2932.2965 MHz\n", "Memory Size: 15.607 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/cdc/.doctrees/nbsphinx/information/environment.result.ipynb b/dev/cdc/.doctrees/nbsphinx/information/environment.result.ipynb index a7857a8ef13..035c6725328 100644 --- a/dev/cdc/.doctrees/nbsphinx/information/environment.result.ipynb +++ b/dev/cdc/.doctrees/nbsphinx/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-23T17:27:11.685562Z", - "iopub.status.busy": "2023-12-23T17:27:11.685359Z", - "iopub.status.idle": "2023-12-23T17:27:12.851479Z", - "shell.execute_reply": "2023-12-23T17:27:12.850652Z" + "iopub.execute_input": "2023-12-24T06:25:47.863774Z", + "iopub.status.busy": "2023-12-24T06:25:47.863537Z", + "iopub.status.idle": "2023-12-24T06:25:49.036569Z", + "shell.execute_reply": "2023-12-24T06:25:49.035675Z" }, "pycharm": { "name": "#%%\n" @@ -47,7 +47,7 @@ "Python: CPython 3.8.18\n", "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2981.2515 MHz\n", + "CPU Freq: 2734.454 MHz\n", "Memory Size: 15.607 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/cdc/.doctrees/tutorials/installation/index.doctree b/dev/cdc/.doctrees/tutorials/installation/index.doctree index 9f6e7befa96..6ee85277cbb 100644 Binary files a/dev/cdc/.doctrees/tutorials/installation/index.doctree and b/dev/cdc/.doctrees/tutorials/installation/index.doctree differ diff --git a/dev/cdc/.doctrees/tutorials/quick_start/index.doctree b/dev/cdc/.doctrees/tutorials/quick_start/index.doctree index 6e87610571a..c2dc7f33928 100644 Binary files a/dev/cdc/.doctrees/tutorials/quick_start/index.doctree 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Source code for imgutils.ascii.drawing

                 
                 

                     
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Source code for imgutils.data.background

                 
                 

                     
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detect_textdev/adversarial +
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diff --git a/dev/cdc/api_doc/detect/visual.html b/dev/cdc/api_doc/detect/visual.html index 55196a6cd77..c68c68f7b30 100644 --- a/dev/cdc/api_doc/detect/visual.html +++ b/dev/cdc/api_doc/detect/visual.html @@ -304,13 +304,13 @@

detection_visualizedev/adversarial +
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diff --git a/dev/cdc/api_doc/edge/canny.html b/dev/cdc/api_doc/edge/canny.html index 9ecd3e51240..1ad6c49e5af 100644 --- a/dev/cdc/api_doc/edge/canny.html +++ b/dev/cdc/api_doc/edge/canny.html @@ -316,13 +316,13 @@

edge_image_with_canny
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get_aesthetic_scoredev/adversarial +
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psnr
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register_censor_method
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get_mldanbooru_tagsdev/adversarial +
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get_wd14_tagsdev/adversarial +
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W

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to imgutils\u2019s Documentation","Run Environment Information","Run Environment Information","Installation","Quick 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to imgutils\u2019s Documentation","Run Environment Information","Run Environment Information","Installation","Quick 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\ No newline at end of file diff --git a/dev/cdc/tutorials/installation/index.html b/dev/cdc/tutorials/installation/index.html index 8025c7f62ff..c0640161018 100644 --- a/dev/cdc/tutorials/installation/index.html +++ b/dev/cdc/tutorials/installation/index.html @@ -281,13 +281,13 @@

Installationdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/cdc/tutorials/quick_start/index.html b/dev/cdc/tutorials/quick_start/index.html index 99b92fd5b28..4cdd39b350e 100644 --- a/dev/cdc/tutorials/quick_start/index.html +++ b/dev/cdc/tutorials/quick_start/index.html @@ -250,13 +250,13 @@

Quick Startdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/.buildinfo b/dev/py312/.buildinfo index 2ca610f58e2..3ceab925325 100644 --- a/dev/py312/.buildinfo +++ b/dev/py312/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. 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"2023-12-23T17:32:36.698523Z", - "iopub.status.busy": "2023-12-23T17:32:36.698031Z", - "iopub.status.idle": "2023-12-23T17:32:37.859834Z", - "shell.execute_reply": "2023-12-23T17:32:37.859194Z" + "iopub.execute_input": "2023-12-24T06:31:44.575948Z", + "iopub.status.busy": "2023-12-24T06:31:44.575651Z", + "iopub.status.idle": "2023-12-24T06:31:45.743104Z", + "shell.execute_reply": "2023-12-24T06:31:45.742418Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2879.2532499999998 MHz\n", + "CPU Freq: 2737.0250000000005 MHz\n", "Memory Size: 15.607 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/py312/.doctrees/nbsphinx/information/environment.result.ipynb b/dev/py312/.doctrees/nbsphinx/information/environment.result.ipynb index b3c14968419..6aea3c534a9 100644 --- a/dev/py312/.doctrees/nbsphinx/information/environment.result.ipynb +++ b/dev/py312/.doctrees/nbsphinx/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-23T17:27:22.349088Z", - "iopub.status.busy": "2023-12-23T17:27:22.348612Z", - "iopub.status.idle": "2023-12-23T17:27:23.516815Z", - "shell.execute_reply": "2023-12-23T17:27:23.516086Z" + "iopub.execute_input": "2023-12-24T06:25:59.159091Z", + "iopub.status.busy": "2023-12-24T06:25:59.158558Z", + "iopub.status.idle": "2023-12-24T06:26:00.333031Z", + "shell.execute_reply": "2023-12-24T06:26:00.332278Z" }, "pycharm": { "name": "#%%\n" @@ -47,7 +47,7 @@ "Python: CPython 3.8.18\n", "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3038.643 MHz\n", + "CPU Freq: 2924.7292500000003 MHz\n", "Memory Size: 15.607 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/py312/.doctrees/tutorials/installation/index.doctree b/dev/py312/.doctrees/tutorials/installation/index.doctree index ac7931058ba..0c683357e0b 100644 Binary files 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Source code for imgutils.ascii.drawing

                 
                 

                     
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Source code for imgutils.data.background

                 
                 

                     
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Source code for imgutils.data.encode

                 
                 

                     
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Source code for imgutils.data.image

                 
                 

                     
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Source code for imgutils.data.layer

                 
                 

                     
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Source code for imgutils.detect.censor

                 
                 

                     
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Source code for imgutils.detect.eye

                 
                 

                     
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Source code for imgutils.detect.face

                 
                 

                     
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Source code for imgutils.detect.halfbody

                 
                 

                     
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Source code for imgutils.detect.hand

                 
                 

                     
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Source code for imgutils.detect.head

                 
                 

                     
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diff --git a/dev/py312/_sources/information/environment.result.ipynb.txt b/dev/py312/_sources/information/environment.result.ipynb.txt index b3c14968419..6aea3c534a9 100644 --- a/dev/py312/_sources/information/environment.result.ipynb.txt +++ b/dev/py312/_sources/information/environment.result.ipynb.txt @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-23T17:27:22.349088Z", - "iopub.status.busy": "2023-12-23T17:27:22.348612Z", - "iopub.status.idle": "2023-12-23T17:27:23.516815Z", - "shell.execute_reply": "2023-12-23T17:27:23.516086Z" + "iopub.execute_input": "2023-12-24T06:25:59.159091Z", + "iopub.status.busy": "2023-12-24T06:25:59.158558Z", + "iopub.status.idle": "2023-12-24T06:26:00.333031Z", + "shell.execute_reply": "2023-12-24T06:26:00.332278Z" }, "pycharm": { "name": "#%%\n" @@ -47,7 +47,7 @@ "Python: CPython 3.8.18\n", "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3038.643 MHz\n", + "CPU Freq: 2924.7292500000003 MHz\n", "Memory Size: 15.607 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/py312/api_doc/ascii/drawing.html b/dev/py312/api_doc/ascii/drawing.html index d11896cdc5f..70d80933394 100644 --- a/dev/py312/api_doc/ascii/drawing.html +++ b/dev/py312/api_doc/ascii/drawing.html @@ -345,13 +345,13 @@

ascii_drawingdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/ascii/index.html b/dev/py312/api_doc/ascii/index.html index 60d7a4eb8b2..020f98ea3d6 100644 --- a/dev/py312/api_doc/ascii/index.html +++ b/dev/py312/api_doc/ascii/index.html @@ -259,13 +259,13 @@
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/config/index.html b/dev/py312/api_doc/config/index.html index bfad68e25bd..9185e4395ca 100644 --- a/dev/py312/api_doc/config/index.html +++ b/dev/py312/api_doc/config/index.html @@ -263,13 +263,13 @@
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/config/meta.html b/dev/py312/api_doc/config/meta.html index 434d7b068db..a9f3c1bd1fa 100644 --- a/dev/py312/api_doc/config/meta.html +++ b/dev/py312/api_doc/config/meta.html @@ -309,13 +309,13 @@

__AUTHOR_EMAIL__dev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/data/background.html b/dev/py312/api_doc/data/background.html index a8725d26c9a..8411ac4a5a3 100644 --- a/dev/py312/api_doc/data/background.html +++ b/dev/py312/api_doc/data/background.html @@ -320,13 +320,13 @@

grid_transparentdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/data/decode.html b/dev/py312/api_doc/data/decode.html index 4081a4b4a94..d37613dfe80 100644 --- a/dev/py312/api_doc/data/decode.html +++ b/dev/py312/api_doc/data/decode.html @@ -306,13 +306,13 @@

rgb_decodedev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/data/encode.html b/dev/py312/api_doc/data/encode.html index a37781fa4ae..155a91bcbac 100644 --- a/dev/py312/api_doc/data/encode.html +++ b/dev/py312/api_doc/data/encode.html @@ -312,13 +312,13 @@

rgb_encodedev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/data/image.html b/dev/py312/api_doc/data/image.html index 0f8c4c21a1d..9bffeaacbc2 100644 --- a/dev/py312/api_doc/data/image.html +++ b/dev/py312/api_doc/data/image.html @@ -317,13 +317,13 @@

load_imagesdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/data/index.html b/dev/py312/api_doc/data/index.html index c60062f0de7..aeb8c9efa50 100644 --- a/dev/py312/api_doc/data/index.html +++ b/dev/py312/api_doc/data/index.html @@ -285,13 +285,13 @@
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/data/layer.html b/dev/py312/api_doc/data/layer.html index 38d20b6ccdd..1e2238aab9a 100644 --- a/dev/py312/api_doc/data/layer.html +++ b/dev/py312/api_doc/data/layer.html @@ -311,13 +311,13 @@

istackdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/detect/censor.html b/dev/py312/api_doc/detect/censor.html index e666eaca6ef..7806df98632 100644 --- a/dev/py312/api_doc/detect/censor.html +++ b/dev/py312/api_doc/detect/censor.html @@ -324,13 +324,13 @@

detect_censorsdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/detect/eye.html b/dev/py312/api_doc/detect/eye.html index 66b4a82e614..73416f32950 100644 --- a/dev/py312/api_doc/detect/eye.html +++ b/dev/py312/api_doc/detect/eye.html @@ -319,13 +319,13 @@

detect_eyesdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/detect/face.html b/dev/py312/api_doc/detect/face.html index b507a975b10..ff207d7610b 100644 --- a/dev/py312/api_doc/detect/face.html +++ b/dev/py312/api_doc/detect/face.html @@ -327,13 +327,13 @@

detect_facesdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/detect/halfbody.html b/dev/py312/api_doc/detect/halfbody.html index 0d591706c2e..3019726f9ee 100644 --- a/dev/py312/api_doc/detect/halfbody.html +++ b/dev/py312/api_doc/detect/halfbody.html @@ -328,13 +328,13 @@

detect_halfbodydev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/detect/hand.html b/dev/py312/api_doc/detect/hand.html index 43455cb1000..fccfc8b86a4 100644 --- a/dev/py312/api_doc/detect/hand.html +++ b/dev/py312/api_doc/detect/hand.html @@ -303,13 +303,13 @@

detect_handsdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/detect/head.html b/dev/py312/api_doc/detect/head.html index 6d6b789c3ae..efe816e3617 100644 --- a/dev/py312/api_doc/detect/head.html +++ b/dev/py312/api_doc/detect/head.html @@ -322,13 +322,13 @@

detect_headsdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/detect/index.html b/dev/py312/api_doc/detect/index.html index 8ac0862bda7..ea9b9ed7b64 100644 --- a/dev/py312/api_doc/detect/index.html +++ b/dev/py312/api_doc/detect/index.html @@ -305,13 +305,13 @@
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/detect/person.html b/dev/py312/api_doc/detect/person.html index 253edf6e33d..23bad3898b7 100644 --- a/dev/py312/api_doc/detect/person.html +++ b/dev/py312/api_doc/detect/person.html @@ -330,13 +330,13 @@

detect_persondev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/detect/text.html b/dev/py312/api_doc/detect/text.html index 4fdaae2d8ed..676f9df2188 100644 --- a/dev/py312/api_doc/detect/text.html +++ b/dev/py312/api_doc/detect/text.html @@ -312,13 +312,13 @@

detect_textdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/detect/visual.html b/dev/py312/api_doc/detect/visual.html index 1e33e7f9227..080a0b37908 100644 --- a/dev/py312/api_doc/detect/visual.html +++ b/dev/py312/api_doc/detect/visual.html @@ -305,13 +305,13 @@

detection_visualizedev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/edge/canny.html b/dev/py312/api_doc/edge/canny.html index eaccd788a03..4b7f6e293aa 100644 --- a/dev/py312/api_doc/edge/canny.html +++ b/dev/py312/api_doc/edge/canny.html @@ -317,13 +317,13 @@

edge_image_with_canny
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/edge/index.html b/dev/py312/api_doc/edge/index.html index d73760e4744..5798cc54e42 100644 --- a/dev/py312/api_doc/edge/index.html +++ b/dev/py312/api_doc/edge/index.html @@ -278,13 +278,13 @@
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/edge/lineart.html b/dev/py312/api_doc/edge/lineart.html index 0960af78263..e7da6163778 100644 --- a/dev/py312/api_doc/edge/lineart.html +++ b/dev/py312/api_doc/edge/lineart.html @@ -321,13 +321,13 @@

edge_image_with_lineart
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/edge/lineart_anime.html b/dev/py312/api_doc/edge/lineart_anime.html index c220dabfcee..b1ca26e2bf7 100644 --- a/dev/py312/api_doc/edge/lineart_anime.html +++ b/dev/py312/api_doc/edge/lineart_anime.html @@ -314,13 +314,13 @@

edge_image_with_lineart_animedev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/metrics/aesthetic.html b/dev/py312/api_doc/metrics/aesthetic.html index 03d633ec047..f7c4de21752 100644 --- a/dev/py312/api_doc/metrics/aesthetic.html +++ b/dev/py312/api_doc/metrics/aesthetic.html @@ -308,13 +308,13 @@

get_aesthetic_scoredev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/metrics/ccip.html b/dev/py312/api_doc/metrics/ccip.html index caedbbe085e..786b366867b 100644 --- a/dev/py312/api_doc/metrics/ccip.html +++ b/dev/py312/api_doc/metrics/ccip.html @@ -696,13 +696,13 @@

ccip_clusteringdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/metrics/index.html b/dev/py312/api_doc/metrics/index.html index 71a9f5c85bc..e6c34085ee7 100644 --- a/dev/py312/api_doc/metrics/index.html +++ b/dev/py312/api_doc/metrics/index.html @@ -288,13 +288,13 @@
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/metrics/lpips.html b/dev/py312/api_doc/metrics/lpips.html index c15a7762c26..aaf8f87ddf7 100644 --- a/dev/py312/api_doc/metrics/lpips.html +++ b/dev/py312/api_doc/metrics/lpips.html @@ -383,13 +383,13 @@

lpips_clusteringdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/metrics/psnr_.html b/dev/py312/api_doc/metrics/psnr_.html index 1bbcafb1538..32b364630f1 100644 --- a/dev/py312/api_doc/metrics/psnr_.html +++ b/dev/py312/api_doc/metrics/psnr_.html @@ -302,13 +302,13 @@

psnr
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/ocr/index.html b/dev/py312/api_doc/ocr/index.html index e611718687d..633fe63f238 100644 --- a/dev/py312/api_doc/ocr/index.html +++ b/dev/py312/api_doc/ocr/index.html @@ -462,13 +462,13 @@

list_rec_modelsdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/operate/align.html b/dev/py312/api_doc/operate/align.html index 8916bbfb2d1..77f842839ce 100644 --- a/dev/py312/api_doc/operate/align.html +++ b/dev/py312/api_doc/operate/align.html @@ -299,13 +299,13 @@

align_maxsizedev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/operate/censor.html b/dev/py312/api_doc/operate/censor.html index 38a1399d5be..876b722a9e1 100644 --- a/dev/py312/api_doc/operate/censor.html +++ b/dev/py312/api_doc/operate/censor.html @@ -605,13 +605,13 @@

register_censor_method
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/operate/imgcensor.html b/dev/py312/api_doc/operate/imgcensor.html index 519551601a8..559869f9537 100644 --- a/dev/py312/api_doc/operate/imgcensor.html +++ b/dev/py312/api_doc/operate/imgcensor.html @@ -492,13 +492,13 @@

SingleImagedev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/operate/index.html b/dev/py312/api_doc/operate/index.html index 1b938b7a63a..75e9f8a8e89 100644 --- a/dev/py312/api_doc/operate/index.html +++ b/dev/py312/api_doc/operate/index.html @@ -283,13 +283,13 @@
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/operate/squeeze.html b/dev/py312/api_doc/operate/squeeze.html index 977f8fda115..c3519467c45 100644 --- a/dev/py312/api_doc/operate/squeeze.html +++ b/dev/py312/api_doc/operate/squeeze.html @@ -342,13 +342,13 @@

squeeze_with_transparencydev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/restore/index.html b/dev/py312/api_doc/restore/index.html index f87f2721c02..16b5f624c8a 100644 --- a/dev/py312/api_doc/restore/index.html +++ b/dev/py312/api_doc/restore/index.html @@ -273,13 +273,13 @@
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/restore/nafnet.html b/dev/py312/api_doc/restore/nafnet.html index ed2373934c1..21a1ab93807 100644 --- a/dev/py312/api_doc/restore/nafnet.html +++ b/dev/py312/api_doc/restore/nafnet.html @@ -294,13 +294,13 @@

restore_with_nafnetdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/restore/scunet.html b/dev/py312/api_doc/restore/scunet.html index b28f97a290c..38cac7c6403 100644 --- a/dev/py312/api_doc/restore/scunet.html +++ b/dev/py312/api_doc/restore/scunet.html @@ -288,13 +288,13 @@

restore_with_scunetdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/sd/index.html b/dev/py312/api_doc/sd/index.html index e80103bdcb4..440cf3d3285 100644 --- a/dev/py312/api_doc/sd/index.html +++ b/dev/py312/api_doc/sd/index.html @@ -265,13 +265,13 @@
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/sd/metadata.html b/dev/py312/api_doc/sd/metadata.html index ccfd81eadde..6f0c5f025fb 100644 --- a/dev/py312/api_doc/sd/metadata.html +++ b/dev/py312/api_doc/sd/metadata.html @@ -433,13 +433,13 @@

get_sdmeta_from_image
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/segment/index.html b/dev/py312/api_doc/segment/index.html index b22d59a56d6..9fe61eb3e15 100644 --- a/dev/py312/api_doc/segment/index.html +++ b/dev/py312/api_doc/segment/index.html @@ -266,13 +266,13 @@
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/segment/isnetis.html b/dev/py312/api_doc/segment/isnetis.html index f7c8e530fcb..b6c91731b9c 100644 --- a/dev/py312/api_doc/segment/isnetis.html +++ b/dev/py312/api_doc/segment/isnetis.html @@ -361,13 +361,13 @@

segment_rgba_with_isnetisdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/tagging/blacklist.html b/dev/py312/api_doc/tagging/blacklist.html index dab6a6159eb..0786e4ed6f0 100644 --- a/dev/py312/api_doc/tagging/blacklist.html +++ b/dev/py312/api_doc/tagging/blacklist.html @@ -345,13 +345,13 @@

drop_blacklisted_tags
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/tagging/character.html b/dev/py312/api_doc/tagging/character.html index 80c4d8496c7..79c0c2d2f15 100644 --- a/dev/py312/api_doc/tagging/character.html +++ b/dev/py312/api_doc/tagging/character.html @@ -445,13 +445,13 @@

drop_basic_character_tagsdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/tagging/deepdanbooru.html b/dev/py312/api_doc/tagging/deepdanbooru.html index a0de6dc1cee..6ce9bad7cae 100644 --- a/dev/py312/api_doc/tagging/deepdanbooru.html +++ b/dev/py312/api_doc/tagging/deepdanbooru.html @@ -327,13 +327,13 @@

get_deepdanbooru_tags
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/api_doc/tagging/format.html b/dev/py312/api_doc/tagging/format.html index d99a103b917..1030febc139 100644 --- a/dev/py312/api_doc/tagging/format.html +++ b/dev/py312/api_doc/tagging/format.html @@ -313,13 +313,13 @@

tags_to_textdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
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tag_match_fulldev/adversarial +
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ccip
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dev/resolution
dev/waifu2x
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dev/waifu2x
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ccip
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ccip
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Branches
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ccip
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dev/resolution
dev/waifu2x
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open_onnx_modeldev/adversarial +
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ccip
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dev/resolution
dev/waifu2x
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diff --git a/dev/py312/api_doc/validate/monochrome.html b/dev/py312/api_doc/validate/monochrome.html index fe15a73b1ea..0aa24efa72a 100644 --- a/dev/py312/api_doc/validate/monochrome.html +++ b/dev/py312/api_doc/validate/monochrome.html @@ -387,13 +387,13 @@

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diff --git a/dev/py312/api_doc/validate/nsfw.html b/dev/py312/api_doc/validate/nsfw.html index f1480c25c02..d27fa99d3b6 100644 --- a/dev/py312/api_doc/validate/nsfw.html +++ b/dev/py312/api_doc/validate/nsfw.html @@ -419,13 +419,13 @@

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dev/waifu2x
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diff --git a/dev/py312/api_doc/validate/portrait.html b/dev/py312/api_doc/validate/portrait.html index b61c4a0d811..cc543921906 100644 --- a/dev/py312/api_doc/validate/portrait.html +++ b/dev/py312/api_doc/validate/portrait.html @@ -369,13 +369,13 @@

anime_portraitdev/adversarial +
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anime_teendev/adversarial +
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diff --git a/dev/py312/api_doc/validate/truncate.html b/dev/py312/api_doc/validate/truncate.html index f3946037204..0ed03804dd6 100644 --- a/dev/py312/api_doc/validate/truncate.html +++ b/dev/py312/api_doc/validate/truncate.html @@ -301,13 +301,13 @@

is_truncated_filedev/adversarial +
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Run Environment Informationdev/adversarial +
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dev/waifu2x
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to imgutils\u2019s Documentation","Run Environment Information","Run Environment Information","Installation","Quick 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to imgutils\u2019s Documentation","Run Environment Information","Run Environment Information","Installation","Quick Start"],titleterms:{__author__:3,__author_email__:3,__description__:3,__title__:3,__version__:3,aesthet:24,aicheck:54,align:30,align_maxs:30,anime_classifi:55,anime_classify_scor:55,anime_portrait:60,anime_portrait_scor:60,anime_r:61,anime_rating_scor:61,anime_teen:62,anime_teen_scor:62,ascii:[0,1],ascii_draw:0,background:4,basecensor:31,blacklist:42,blurcensor:31,canni:20,ccip:25,ccip_batch_differ:25,ccip_batch_extract_featur:25,ccip_batch_sam:25,ccip_clust:25,ccip_default_clustering_param:25,ccip_default_threshold:25,ccip_differ:25,ccip_extract_featur:25,ccip_sam:25,censor:10,censor_:31,censor_area:31,censor_nsfw:31,char_prefix:43,char_suffix:43,char_whitelist:43,charact:43,charactertagpool:43,classifi:55,color:56,colorcensor:31,config:[2,3],data:[4,5,6,7,8,9],decod:5,deepdanbooru:44,detect:[10,11,12,13,14,15,16,17,18,19],detect_censor:10,detect_ey:11,detect_fac:12,detect_halfbodi:13,detect_hand:14,detect_head:15,detect_person:17,detect_text:18,detect_text_with_ocr:29,detection_visu:19,document:64,draw:0,drop_basic_character_tag:43,drop_blacklisted_tag:42,drop_overlap_tag:50,edg:[20,21,22,23],edge_image_with_canni:20,edge_image_with_lineart:22,edge_image_with_lineart_anim:23,emojibasedcensor:32,encod:6,environ:[65,66],eye:11,face:12,format:45,get_aesthetic_scor:24,get_ai_created_scor:54,get_deepdanbooru_tag:44,get_edge_by_canni:20,get_edge_by_lineart:22,get_edge_by_lineart_anim:23,get_isnetis_mask:41,get_mldanbooru_tag:48,get_monochrome_scor:58,get_onnx_provid:53,get_sdmeta_from_imag:39,get_wd14_tag:51,grid_background:4,grid_transpar:4,halfbodi:13,hand:14,head:15,imag:7,imagebasedcensor:32,imgcensor:32,imgutil:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64],inform:[65,66],instal:67,is_ai_cr:54,is_basic_character_tag:43,is_blacklist:42,is_greyscal:56,is_monochrom:58,is_truncated_fil:63,isneti:41,istack:9,layer:9,lineart:22,lineart_anim:23,list_det_model:29,list_rec_model:29,load_imag:7,lpip:27,lpips_clust:27,lpips_differ:27,lpips_extract_featur:27,match:47,meta:3,metadata:39,metric:[24,25,26,27,28],mldanbooru:48,monochrom:58,nafnet:36,nsfw:59,nsfw_pred:59,nsfw_pred_scor:59,ocr:29,onnxruntim:53,open_onnx_model:53,oper:[30,31,32,33,34],order:49,overlap:50,overview:64,parse_sdmeta_from_text:39,person:17,pixelatecensor:31,portrait:60,psnr:28,psnr_:28,quick:68,rate:61,register_censor_method:31,restor:[35,36,37],restore_with_nafnet:36,restore_with_scunet:37,rgb_decod:5,rgb_encod:6,run:[65,66],scunet:37,sdmetadata:39,segment:[40,41],segment_rgba_with_isneti:41,segment_with_isneti:41,singleimag:32,sort_tag:49,squeez:34,squeeze_with_transpar:34,start:68,tag:[42,43,44,45,46,47,48,49,50,51],tag_match_ful:47,tag_match_prefix:47,tag_match_suffix:47,tags_to_text:45,teen:62,text:18,truncat:63,util:[52,53],valid:[54,55,56,57,58,59,60,61,62,63],visual:19,wd14:51,welcom:64}}) \ No newline at end of file diff --git a/dev/py312/tutorials/installation/index.html b/dev/py312/tutorials/installation/index.html index 7ebeefac636..09cc039a9e1 100644 --- a/dev/py312/tutorials/installation/index.html +++ b/dev/py312/tutorials/installation/index.html @@ -282,13 +282,13 @@

Installationdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/py312/tutorials/quick_start/index.html b/dev/py312/tutorials/quick_start/index.html index 683813c9eec..0e483a60b6f 100644 --- a/dev/py312/tutorials/quick_start/index.html +++ b/dev/py312/tutorials/quick_start/index.html @@ -251,13 +251,13 @@

Quick Startdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
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a/dev/resolution/.doctrees/nbsphinx/information/environment.ipynb b/dev/resolution/.doctrees/nbsphinx/information/environment.ipynb index 209f326d46c..b0e590f9aaf 100644 --- a/dev/resolution/.doctrees/nbsphinx/information/environment.ipynb +++ b/dev/resolution/.doctrees/nbsphinx/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-23T17:32:52.147635Z", - "iopub.status.busy": "2023-12-23T17:32:52.147444Z", - "iopub.status.idle": "2023-12-23T17:32:53.311974Z", - "shell.execute_reply": "2023-12-23T17:32:53.311309Z" + "iopub.execute_input": "2023-12-24T06:32:00.804681Z", + "iopub.status.busy": "2023-12-24T06:32:00.804486Z", + "iopub.status.idle": "2023-12-24T06:32:01.972192Z", + "shell.execute_reply": "2023-12-24T06:32:01.971447Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3000.2015 MHz\n", + "CPU Freq: 2917.5985 MHz\n", "Memory Size: 15.607 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/resolution/.doctrees/nbsphinx/information/environment.result.ipynb b/dev/resolution/.doctrees/nbsphinx/information/environment.result.ipynb index 7bd5735cf79..ab5f716577e 100644 --- a/dev/resolution/.doctrees/nbsphinx/information/environment.result.ipynb +++ b/dev/resolution/.doctrees/nbsphinx/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-23T17:27:32.341890Z", - "iopub.status.busy": "2023-12-23T17:27:32.341693Z", - "iopub.status.idle": "2023-12-23T17:27:33.503233Z", - "shell.execute_reply": "2023-12-23T17:27:33.502568Z" + "iopub.execute_input": "2023-12-24T06:26:09.432376Z", + "iopub.status.busy": "2023-12-24T06:26:09.432165Z", + "iopub.status.idle": "2023-12-24T06:26:10.606625Z", + "shell.execute_reply": "2023-12-24T06:26:10.605852Z" }, "pycharm": { "name": "#%%\n" @@ -47,7 +47,7 @@ "Python: CPython 3.8.18\n", "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2847.8915 MHz\n", + "CPU Freq: 2885.9485000000004 MHz\n", "Memory Size: 15.607 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/resolution/.doctrees/tutorials/installation/index.doctree b/dev/resolution/.doctrees/tutorials/installation/index.doctree index 4929bed1fc1..1f29fecfa04 100644 Binary files a/dev/resolution/.doctrees/tutorials/installation/index.doctree and b/dev/resolution/.doctrees/tutorials/installation/index.doctree differ diff --git a/dev/resolution/.doctrees/tutorials/quick_start/index.doctree b/dev/resolution/.doctrees/tutorials/quick_start/index.doctree index 10053a110d3..ddb92d191b2 100644 Binary files a/dev/resolution/.doctrees/tutorials/quick_start/index.doctree and b/dev/resolution/.doctrees/tutorials/quick_start/index.doctree differ diff --git a/dev/resolution/_modules/imgutils/data/background.html b/dev/resolution/_modules/imgutils/data/background.html index ba9f2905581..5c0b0cfe777 100644 --- 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Source code for imgutils.tagging.deepdanbooru

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Source code for imgutils.tagging.format

                 
                 

                     
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Source code for imgutils.tagging.wd14

                 
                 

                     
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Source code for imgutils.utils.onnxruntime

                 
                 

                     
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Source code for imgutils.validate.aicheck

                 
                 

                     
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Source code for imgutils.validate.classify

                 
                 

                     
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Source code for imgutils.validate.nsfw

                 
                 

                     
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Source code for imgutils.validate.rating

                 
                 

                     
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Source code for imgutils.validate.truncate

                 
                 

                     
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All modules for which code is available

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main
diff --git a/dev/resolution/api_doc/tagging/deepdanbooru.html b/dev/resolution/api_doc/tagging/deepdanbooru.html index d5cc040bbea..a1ffe5fc744 100644 --- a/dev/resolution/api_doc/tagging/deepdanbooru.html +++ b/dev/resolution/api_doc/tagging/deepdanbooru.html @@ -318,13 +318,13 @@

get_deepdanbooru_tags
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/api_doc/tagging/format.html b/dev/resolution/api_doc/tagging/format.html index 60ea35931e3..ebfb1b8a0bc 100644 --- a/dev/resolution/api_doc/tagging/format.html +++ b/dev/resolution/api_doc/tagging/format.html @@ -305,13 +305,13 @@

tags_to_textdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/api_doc/tagging/index.html b/dev/resolution/api_doc/tagging/index.html index d4f03cf7ac8..991edaabef9 100644 --- a/dev/resolution/api_doc/tagging/index.html +++ b/dev/resolution/api_doc/tagging/index.html @@ -276,13 +276,13 @@
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/api_doc/tagging/mldanbooru.html b/dev/resolution/api_doc/tagging/mldanbooru.html index f871cee7357..7ea9ec05dab 100644 --- a/dev/resolution/api_doc/tagging/mldanbooru.html +++ b/dev/resolution/api_doc/tagging/mldanbooru.html @@ -309,13 +309,13 @@

get_mldanbooru_tagsdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/api_doc/tagging/wd14.html b/dev/resolution/api_doc/tagging/wd14.html index f0d58ad14ef..22e92d5a2f9 100644 --- a/dev/resolution/api_doc/tagging/wd14.html +++ b/dev/resolution/api_doc/tagging/wd14.html @@ -311,13 +311,13 @@

get_wd14_tagsdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/api_doc/upscale/index.html b/dev/resolution/api_doc/upscale/index.html index b2ac5e0ffe2..2e9529b2d5a 100644 --- a/dev/resolution/api_doc/upscale/index.html +++ b/dev/resolution/api_doc/upscale/index.html @@ -258,13 +258,13 @@
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/api_doc/upscale/real_esrgan.html b/dev/resolution/api_doc/upscale/real_esrgan.html index 7cf3cd70da6..196610dee20 100644 --- a/dev/resolution/api_doc/upscale/real_esrgan.html +++ b/dev/resolution/api_doc/upscale/real_esrgan.html @@ -334,13 +334,13 @@

real_esrgan_resizedev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/api_doc/utils/index.html b/dev/resolution/api_doc/utils/index.html index 17059ce5d91..03c603c6462 100644 --- a/dev/resolution/api_doc/utils/index.html +++ b/dev/resolution/api_doc/utils/index.html @@ -261,13 +261,13 @@
Branches
-
dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/api_doc/utils/onnxruntime.html b/dev/resolution/api_doc/utils/onnxruntime.html index 6ff4c30614f..38375853930 100644 --- a/dev/resolution/api_doc/utils/onnxruntime.html +++ b/dev/resolution/api_doc/utils/onnxruntime.html @@ -311,13 +311,13 @@

open_onnx_modeldev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/api_doc/validate/aicheck.html b/dev/resolution/api_doc/validate/aicheck.html index 1c80858a824..fa46a5ce9da 100644 --- a/dev/resolution/api_doc/validate/aicheck.html +++ b/dev/resolution/api_doc/validate/aicheck.html @@ -382,13 +382,13 @@

is_ai_createddev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/api_doc/validate/classify.html b/dev/resolution/api_doc/validate/classify.html index 2ec6ec67d73..b6ac805ffb5 100644 --- a/dev/resolution/api_doc/validate/classify.html +++ b/dev/resolution/api_doc/validate/classify.html @@ -378,13 +378,13 @@

anime_classifydev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/api_doc/validate/color.html b/dev/resolution/api_doc/validate/color.html index 7539298f09a..b6aa5731290 100644 --- a/dev/resolution/api_doc/validate/color.html +++ b/dev/resolution/api_doc/validate/color.html @@ -293,13 +293,13 @@

is_greyscaledev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/api_doc/validate/index.html b/dev/resolution/api_doc/validate/index.html index 2658ed44764..335323fac3a 100644 --- a/dev/resolution/api_doc/validate/index.html +++ b/dev/resolution/api_doc/validate/index.html @@ -295,13 +295,13 @@
Branches
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+
main
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dev/adversarial
dev/cdc
dev/py312
dev/resolution
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diff --git a/dev/resolution/api_doc/validate/monochrome.html b/dev/resolution/api_doc/validate/monochrome.html index 5e8861c7023..553b923ff70 100644 --- a/dev/resolution/api_doc/validate/monochrome.html +++ b/dev/resolution/api_doc/validate/monochrome.html @@ -382,13 +382,13 @@

is_monochromedev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/api_doc/validate/nsfw.html b/dev/resolution/api_doc/validate/nsfw.html index 4dabdfd30a3..c1f9f1f3744 100644 --- a/dev/resolution/api_doc/validate/nsfw.html +++ b/dev/resolution/api_doc/validate/nsfw.html @@ -414,13 +414,13 @@

nsfw_preddev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/api_doc/validate/rating.html b/dev/resolution/api_doc/validate/rating.html index f426dff5805..60d3dbfc473 100644 --- a/dev/resolution/api_doc/validate/rating.html +++ b/dev/resolution/api_doc/validate/rating.html @@ -388,13 +388,13 @@

anime_ratingdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/api_doc/validate/truncate.html b/dev/resolution/api_doc/validate/truncate.html index a41db19fcc8..34b0c2cfc6b 100644 --- a/dev/resolution/api_doc/validate/truncate.html +++ b/dev/resolution/api_doc/validate/truncate.html @@ -296,13 +296,13 @@

is_truncated_filedev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/genindex.html b/dev/resolution/genindex.html index 6e0d791c36f..cdb44be3974 100644 --- a/dev/resolution/genindex.html +++ b/dev/resolution/genindex.html @@ -990,13 +990,13 @@

W

Branches
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dev/adversarial
+
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
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diff --git a/dev/resolution/index.html b/dev/resolution/index.html index c82da4ce066..3df7f34df42 100644 --- a/dev/resolution/index.html +++ b/dev/resolution/index.html @@ -337,13 +337,13 @@

Overviewdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/information/environment.html b/dev/resolution/information/environment.html index cf7ee5242e7..e1e101b17cc 100644 --- a/dev/resolution/information/environment.html +++ b/dev/resolution/information/environment.html @@ -211,7 +211,7 @@

Run Environment Informationdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/information/environment.ipynb b/dev/resolution/information/environment.ipynb index 209f326d46c..b0e590f9aaf 100644 --- a/dev/resolution/information/environment.ipynb +++ b/dev/resolution/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-23T17:32:52.147635Z", - "iopub.status.busy": "2023-12-23T17:32:52.147444Z", - "iopub.status.idle": "2023-12-23T17:32:53.311974Z", - "shell.execute_reply": "2023-12-23T17:32:53.311309Z" + "iopub.execute_input": "2023-12-24T06:32:00.804681Z", + "iopub.status.busy": "2023-12-24T06:32:00.804486Z", + "iopub.status.idle": "2023-12-24T06:32:01.972192Z", + "shell.execute_reply": "2023-12-24T06:32:01.971447Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3000.2015 MHz\n", + "CPU Freq: 2917.5985 MHz\n", "Memory Size: 15.607 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/resolution/information/environment.result.html b/dev/resolution/information/environment.result.html index 6b46fb08c6c..e790a6dcd83 100644 --- a/dev/resolution/information/environment.result.html +++ b/dev/resolution/information/environment.result.html @@ -214,7 +214,7 @@

Run Environment Informationdev/adversarial +
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ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/information/environment.result.ipynb b/dev/resolution/information/environment.result.ipynb index 7bd5735cf79..ab5f716577e 100644 --- a/dev/resolution/information/environment.result.ipynb +++ b/dev/resolution/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-23T17:27:32.341890Z", - "iopub.status.busy": "2023-12-23T17:27:32.341693Z", - "iopub.status.idle": "2023-12-23T17:27:33.503233Z", - "shell.execute_reply": "2023-12-23T17:27:33.502568Z" + "iopub.execute_input": "2023-12-24T06:26:09.432376Z", + "iopub.status.busy": "2023-12-24T06:26:09.432165Z", + "iopub.status.idle": "2023-12-24T06:26:10.606625Z", + "shell.execute_reply": "2023-12-24T06:26:10.605852Z" }, "pycharm": { "name": "#%%\n" @@ -47,7 +47,7 @@ "Python: CPython 3.8.18\n", "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2847.8915 MHz\n", + "CPU Freq: 2885.9485000000004 MHz\n", "Memory Size: 15.607 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/resolution/py-modindex.html b/dev/resolution/py-modindex.html index 35dabb30941..b2eb087887e 100644 --- a/dev/resolution/py-modindex.html +++ b/dev/resolution/py-modindex.html @@ -481,13 +481,13 @@

Python Module Index

Branches
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ccip
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dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
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diff --git a/dev/resolution/search.html b/dev/resolution/search.html index 8bb5febff07..491102b4e93 100644 --- a/dev/resolution/search.html +++ b/dev/resolution/search.html @@ -240,13 +240,13 @@
Branches
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dev/adversarial
dev/cdc
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dev/waifu2x
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diff --git a/dev/resolution/searchindex.js b/dev/resolution/searchindex.js index 1d65644015d..07163e0fa7a 100644 --- a/dev/resolution/searchindex.js +++ b/dev/resolution/searchindex.js @@ -1 +1 @@ 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\ No newline at end of file diff --git a/dev/resolution/tutorials/installation/index.html b/dev/resolution/tutorials/installation/index.html index c0a026e0c0c..88529c25694 100644 --- a/dev/resolution/tutorials/installation/index.html +++ b/dev/resolution/tutorials/installation/index.html @@ -279,13 +279,13 @@

Installationdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/resolution/tutorials/quick_start/index.html b/dev/resolution/tutorials/quick_start/index.html index 4ad41f59f86..3e523fa8fd3 100644 --- a/dev/resolution/tutorials/quick_start/index.html +++ b/dev/resolution/tutorials/quick_start/index.html @@ -248,13 +248,13 @@

Quick Startdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
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3392337bb6b..838d9dc67a2 100644 --- a/dev/waifu2x/.doctrees/nbsphinx/information/environment.ipynb +++ b/dev/waifu2x/.doctrees/nbsphinx/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-23T17:33:07.253498Z", - "iopub.status.busy": "2023-12-23T17:33:07.253030Z", - "iopub.status.idle": "2023-12-23T17:33:08.415535Z", - "shell.execute_reply": "2023-12-23T17:33:08.414824Z" + "iopub.execute_input": "2023-12-24T06:32:16.657514Z", + "iopub.status.busy": "2023-12-24T06:32:16.657320Z", + "iopub.status.idle": "2023-12-24T06:32:17.826963Z", + "shell.execute_reply": "2023-12-24T06:32:17.826182Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3012.1215 MHz\n", + "CPU Freq: 2922.105 MHz\n", "Memory Size: 15.607 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/waifu2x/.doctrees/nbsphinx/information/environment.result.ipynb b/dev/waifu2x/.doctrees/nbsphinx/information/environment.result.ipynb index 317e200cc33..fa5a12a1935 100644 --- a/dev/waifu2x/.doctrees/nbsphinx/information/environment.result.ipynb +++ b/dev/waifu2x/.doctrees/nbsphinx/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-23T17:27:43.079198Z", - "iopub.status.busy": "2023-12-23T17:27:43.078647Z", - "iopub.status.idle": "2023-12-23T17:27:44.249309Z", - "shell.execute_reply": "2023-12-23T17:27:44.248466Z" + "iopub.execute_input": "2023-12-24T06:26:20.254554Z", + "iopub.status.busy": "2023-12-24T06:26:20.254335Z", + "iopub.status.idle": "2023-12-24T06:26:21.430502Z", + "shell.execute_reply": "2023-12-24T06:26:21.429703Z" }, "pycharm": { "name": "#%%\n" @@ -47,7 +47,7 @@ "Python: CPython 3.8.18\n", "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3419.1665 MHz\n", + "CPU Freq: 2923.143 MHz\n", "Memory Size: 15.607 GiB\n", 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Source code for imgutils.restore.nafnet

                 
                 

                     
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Source code for imgutils.restore.scunet

                 
                 

                     
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Source code for imgutils.segment.isnetis

                 
                 

                     
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Source code for imgutils.tagging.blacklist

                 
                 

                     
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Source code for imgutils.tagging.deepdanbooru

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Source code for imgutils.validate.truncate

                 
                 

                     
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All modules for which code is available

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diff --git a/dev/waifu2x/api_doc/detect/text.html b/dev/waifu2x/api_doc/detect/text.html index 95f148166db..d2805272161 100644 --- a/dev/waifu2x/api_doc/detect/text.html +++ b/dev/waifu2x/api_doc/detect/text.html @@ -295,13 +295,13 @@

detect_textdev/adversarial +
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diff --git a/dev/waifu2x/api_doc/detect/visual.html b/dev/waifu2x/api_doc/detect/visual.html index 8736f8c5c6b..75b8a3cdbc6 100644 --- a/dev/waifu2x/api_doc/detect/visual.html +++ b/dev/waifu2x/api_doc/detect/visual.html @@ -303,13 +303,13 @@

detection_visualizedev/adversarial +
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diff --git a/dev/waifu2x/api_doc/edge/canny.html b/dev/waifu2x/api_doc/edge/canny.html index e14556da1cc..141b6bed326 100644 --- a/dev/waifu2x/api_doc/edge/canny.html +++ b/dev/waifu2x/api_doc/edge/canny.html @@ -315,13 +315,13 @@

edge_image_with_canny
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diff --git a/dev/waifu2x/api_doc/edge/lineart.html b/dev/waifu2x/api_doc/edge/lineart.html index 147102c6283..7402ced2c30 100644 --- a/dev/waifu2x/api_doc/edge/lineart.html +++ b/dev/waifu2x/api_doc/edge/lineart.html @@ -319,13 +319,13 @@

edge_image_with_lineart
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diff --git a/dev/waifu2x/api_doc/edge/lineart_anime.html b/dev/waifu2x/api_doc/edge/lineart_anime.html index f506e9f9a6a..ae91b96747e 100644 --- a/dev/waifu2x/api_doc/edge/lineart_anime.html +++ b/dev/waifu2x/api_doc/edge/lineart_anime.html @@ -312,13 +312,13 @@

edge_image_with_lineart_animedev/adversarial +
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diff --git a/dev/waifu2x/api_doc/metrics/aesthetic.html b/dev/waifu2x/api_doc/metrics/aesthetic.html index 2bbefc826a1..8e174b67d64 100644 --- a/dev/waifu2x/api_doc/metrics/aesthetic.html +++ b/dev/waifu2x/api_doc/metrics/aesthetic.html @@ -306,13 +306,13 @@

get_aesthetic_scoredev/adversarial +
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diff --git a/dev/waifu2x/api_doc/metrics/ccip.html b/dev/waifu2x/api_doc/metrics/ccip.html index 9373ca0b214..7e232e03df8 100644 --- a/dev/waifu2x/api_doc/metrics/ccip.html +++ b/dev/waifu2x/api_doc/metrics/ccip.html @@ -694,13 +694,13 @@

ccip_clusteringdev/adversarial +
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diff --git a/dev/waifu2x/api_doc/metrics/index.html b/dev/waifu2x/api_doc/metrics/index.html index fc2bdbf14fc..b18ffd6a82d 100644 --- a/dev/waifu2x/api_doc/metrics/index.html +++ b/dev/waifu2x/api_doc/metrics/index.html @@ -286,13 +286,13 @@
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diff --git a/dev/waifu2x/api_doc/metrics/lpips.html b/dev/waifu2x/api_doc/metrics/lpips.html index 22720b08deb..65e9a79a5e2 100644 --- a/dev/waifu2x/api_doc/metrics/lpips.html +++ b/dev/waifu2x/api_doc/metrics/lpips.html @@ -381,13 +381,13 @@

lpips_clusteringdev/adversarial +
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diff --git a/dev/waifu2x/api_doc/metrics/psnr_.html b/dev/waifu2x/api_doc/metrics/psnr_.html index dd2d4e7621d..a0c05662971 100644 --- a/dev/waifu2x/api_doc/metrics/psnr_.html +++ b/dev/waifu2x/api_doc/metrics/psnr_.html @@ -300,13 +300,13 @@

psnr
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diff --git a/dev/waifu2x/api_doc/operate/align.html b/dev/waifu2x/api_doc/operate/align.html index 79d96de2215..9f624acc3d5 100644 --- a/dev/waifu2x/api_doc/operate/align.html +++ b/dev/waifu2x/api_doc/operate/align.html @@ -297,13 +297,13 @@

align_maxsizedev/adversarial +
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diff --git a/dev/waifu2x/api_doc/operate/censor.html b/dev/waifu2x/api_doc/operate/censor.html index 8cac08b5845..671d56748b0 100644 --- a/dev/waifu2x/api_doc/operate/censor.html +++ b/dev/waifu2x/api_doc/operate/censor.html @@ -603,13 +603,13 @@

register_censor_method
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diff --git a/dev/waifu2x/api_doc/operate/imgcensor.html b/dev/waifu2x/api_doc/operate/imgcensor.html index 5daed608b4f..f3a2ac665eb 100644 --- a/dev/waifu2x/api_doc/operate/imgcensor.html +++ b/dev/waifu2x/api_doc/operate/imgcensor.html @@ -490,13 +490,13 @@

SingleImagedev/adversarial +
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diff --git a/dev/waifu2x/api_doc/operate/squeeze.html b/dev/waifu2x/api_doc/operate/squeeze.html index 272079a61c7..06e536f2412 100644 --- a/dev/waifu2x/api_doc/operate/squeeze.html +++ b/dev/waifu2x/api_doc/operate/squeeze.html @@ -340,13 +340,13 @@

squeeze_with_transparencydev/adversarial +
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diff --git a/dev/waifu2x/api_doc/restore/index.html b/dev/waifu2x/api_doc/restore/index.html index bef426bd93f..a40da383fe7 100644 --- a/dev/waifu2x/api_doc/restore/index.html +++ b/dev/waifu2x/api_doc/restore/index.html @@ -271,13 +271,13 @@
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restore_with_nafnetdev/adversarial +
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diff --git a/dev/waifu2x/api_doc/restore/scunet.html b/dev/waifu2x/api_doc/restore/scunet.html index 9feb0d41758..9d413d3b809 100644 --- a/dev/waifu2x/api_doc/restore/scunet.html +++ b/dev/waifu2x/api_doc/restore/scunet.html @@ -286,13 +286,13 @@

restore_with_scunetdev/adversarial +
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diff --git a/dev/waifu2x/api_doc/segment/index.html b/dev/waifu2x/api_doc/segment/index.html index 9f19c8fd0b5..570262d598d 100644 --- a/dev/waifu2x/api_doc/segment/index.html +++ b/dev/waifu2x/api_doc/segment/index.html @@ -264,13 +264,13 @@
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diff --git a/dev/waifu2x/api_doc/segment/isnetis.html b/dev/waifu2x/api_doc/segment/isnetis.html index c8b8eb758fc..b3d780de9c9 100644 --- a/dev/waifu2x/api_doc/segment/isnetis.html +++ b/dev/waifu2x/api_doc/segment/isnetis.html @@ -359,13 +359,13 @@

segment_rgba_with_isnetisdev/adversarial +
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diff --git a/dev/waifu2x/api_doc/tagging/blacklist.html b/dev/waifu2x/api_doc/tagging/blacklist.html index 48aff8b957c..1416de57c46 100644 --- a/dev/waifu2x/api_doc/tagging/blacklist.html +++ b/dev/waifu2x/api_doc/tagging/blacklist.html @@ -342,13 +342,13 @@

drop_blacklisted_tags
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drop_basic_character_tagsdev/adversarial +
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diff --git a/dev/waifu2x/api_doc/tagging/deepdanbooru.html b/dev/waifu2x/api_doc/tagging/deepdanbooru.html index c35a6313ce5..3c7f21d2fd4 100644 --- a/dev/waifu2x/api_doc/tagging/deepdanbooru.html +++ b/dev/waifu2x/api_doc/tagging/deepdanbooru.html @@ -324,13 +324,13 @@

get_deepdanbooru_tags
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tags_to_textdev/adversarial +
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diff --git a/dev/waifu2x/api_doc/tagging/index.html b/dev/waifu2x/api_doc/tagging/index.html index 39172a22e77..7218f884b07 100644 --- a/dev/waifu2x/api_doc/tagging/index.html +++ b/dev/waifu2x/api_doc/tagging/index.html @@ -300,13 +300,13 @@
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diff --git a/dev/waifu2x/api_doc/tagging/mldanbooru.html b/dev/waifu2x/api_doc/tagging/mldanbooru.html index fc8860353fe..81e621c096f 100644 --- a/dev/waifu2x/api_doc/tagging/mldanbooru.html +++ b/dev/waifu2x/api_doc/tagging/mldanbooru.html @@ -315,13 +315,13 @@

get_mldanbooru_tagsdev/adversarial +
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diff --git a/dev/waifu2x/api_doc/tagging/order.html b/dev/waifu2x/api_doc/tagging/order.html index 5d5e0fc3713..b4d53ca8864 100644 --- a/dev/waifu2x/api_doc/tagging/order.html +++ b/dev/waifu2x/api_doc/tagging/order.html @@ -328,13 +328,13 @@

sort_tagsdev/adversarial +
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diff --git a/dev/waifu2x/api_doc/tagging/overlap.html b/dev/waifu2x/api_doc/tagging/overlap.html index 2b91bc7c8f3..81d1d6c8589 100644 --- a/dev/waifu2x/api_doc/tagging/overlap.html +++ b/dev/waifu2x/api_doc/tagging/overlap.html @@ -342,13 +342,13 @@

drop_overlaps_for_dict
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get_wd14_tagsdev/adversarial +
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diff --git a/dev/waifu2x/api_doc/utils/index.html b/dev/waifu2x/api_doc/utils/index.html index 6c8fc566f61..a9b26f8afe9 100644 --- a/dev/waifu2x/api_doc/utils/index.html +++ b/dev/waifu2x/api_doc/utils/index.html @@ -262,13 +262,13 @@
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diff --git a/dev/waifu2x/api_doc/utils/onnxruntime.html b/dev/waifu2x/api_doc/utils/onnxruntime.html index ebd4ab1e103..1551ff60dec 100644 --- a/dev/waifu2x/api_doc/utils/onnxruntime.html +++ b/dev/waifu2x/api_doc/utils/onnxruntime.html @@ -312,13 +312,13 @@

open_onnx_modeldev/adversarial +
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is_ai_createddev/adversarial +
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anime_classifydev/adversarial +
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is_greyscaledev/adversarial +
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is_monochromedev/adversarial +
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nsfw_preddev/adversarial +
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anime_ratingdev/adversarial +
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anime_teendev/adversarial +
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is_truncated_filedev/adversarial +
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W

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Overviewdev/adversarial +
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Run Environment Informationdev/adversarial +
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dev/waifu2x
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to imgutils\u2019s Documentation","Run Environment Information","Run Environment Information","Installation","Quick 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\ No newline at end of file diff --git a/dev/waifu2x/tutorials/installation/index.html b/dev/waifu2x/tutorials/installation/index.html index addf1b432d3..6e490428fba 100644 --- a/dev/waifu2x/tutorials/installation/index.html +++ b/dev/waifu2x/tutorials/installation/index.html @@ -280,13 +280,13 @@

Installationdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
diff --git a/dev/waifu2x/tutorials/quick_start/index.html b/dev/waifu2x/tutorials/quick_start/index.html index adb7b00875f..5ba9129b723 100644 --- a/dev/waifu2x/tutorials/quick_start/index.html +++ b/dev/waifu2x/tutorials/quick_start/index.html @@ -249,13 +249,13 @@

Quick Startdev/adversarial +
main
ccip
+
dev/adversarial
dev/cdc
dev/py312
dev/resolution
dev/waifu2x
-
main
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"iopub.execute_input": "2023-12-24T06:26:46.904300Z", + "iopub.status.busy": "2023-12-24T06:26:46.903749Z", + "iopub.status.idle": "2023-12-24T06:26:48.072710Z", + "shell.execute_reply": "2023-12-24T06:26:48.072025Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2921.5249999999996 MHz\n", + "CPU Freq: 2940.10375 MHz\n", "Memory Size: 15.607 GiB\n", "Has CUDA: No\n" ] diff --git a/main/.doctrees/nbsphinx/information/environment.result.ipynb b/main/.doctrees/nbsphinx/information/environment.result.ipynb index b012092f03b..d1a3d1a6d54 100644 --- a/main/.doctrees/nbsphinx/information/environment.result.ipynb +++ b/main/.doctrees/nbsphinx/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-23T17:27:51.728093Z", - "iopub.status.busy": "2023-12-23T17:27:51.727901Z", - "iopub.status.idle": "2023-12-23T17:27:52.904483Z", - "shell.execute_reply": "2023-12-23T17:27:52.903739Z" + "iopub.execute_input": "2023-12-24T06:22:46.126566Z", + "iopub.status.busy": "2023-12-24T06:22:46.125982Z", + "iopub.status.idle": "2023-12-24T06:22:47.302654Z", + "shell.execute_reply": "2023-12-24T06:22:47.301882Z" }, "pycharm": { "name": "#%%\n" @@ -47,7 +47,7 @@ "Python: CPython 3.8.18\n", "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2967.60675 MHz\n", + "CPU Freq: 2878.63725 MHz\n", "Memory Size: 15.607 GiB\n", "Has CUDA: No\n" ] diff --git a/main/.doctrees/tutorials/installation/index.doctree b/main/.doctrees/tutorials/installation/index.doctree index 730597535c6..28ecd4743b4 100644 Binary files a/main/.doctrees/tutorials/installation/index.doctree and b/main/.doctrees/tutorials/installation/index.doctree differ diff --git a/main/.doctrees/tutorials/quick_start/index.doctree b/main/.doctrees/tutorials/quick_start/index.doctree index 58b005778de..144d122aff8 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Source code for imgutils.data.image

                 
                 

                     
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Source code for imgutils.detect.censor

                 
                 

                     
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Source code for imgutils.detect.face

                 
                 

                     
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Source code for imgutils.detect.halfbody

                 
                 

                     
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Source code for imgutils.detect.hand

                 
                 

                     
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Source code for imgutils.detect.person

                 
                 

                     
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Source code for imgutils.detect.text

                 
                 

                     
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diff --git a/main/_modules/imgutils/restore/adversarial.html b/main/_modules/imgutils/restore/adversarial.html new file mode 100644 index 00000000000..d8658908330 --- /dev/null +++ b/main/_modules/imgutils/restore/adversarial.html @@ -0,0 +1,361 @@ + + + + + + + + + + + imgutils.restore.adversarial — imgutils 0.3.1 documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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+ +
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  • Module code »
    • + +
  • imgutils.restore.adversarial
    • + + +
  • + +
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+ + + +

Source code for imgutils.restore.adversarial

+"""
+Overview:
+    Useful tools to remove adversarial noises, just using opencv library without any models.
+
+    .. image:: adversarial_demo.plot.py.svg
+        :align: center
+
+    This is an overall benchmark of all the adversarial denoising:
+
+    .. image:: adversarial_benchmark.plot.py.svg
+        :align: center
+
+    .. note::
+        This tool is inspired from `Huggingface - mf666/mist-fucker <https://huggingface.co/spaces/mf666/mist-fucker>`_.
+"""
+import random
+
+import cv2
+import numpy as np
+from PIL import Image
+from cv2.ximgproc import guidedFilter
+
+from ..data import load_image
+
+
+
[docs]def remove_adversarial_noise(
+        image: Image.Image, diameter_min: int = 4, diameter_max: int = 6,
+        sigma_color_min: float = 6.0, sigma_color_max: float = 10.0,
+        sigma_space_min: float = 6.0, sigma_space_max: float = 10.0,
+        radius_min: int = 3, radius_max: int = 6, eps_min: float = 16.0, eps_max: float = 24.0,
+        b_iters: int = 64, g_iters: int = 8,
+) -> Image.Image:
+    """
+    Remove adversarial noise from an image using random bilateral and guided filtering.
+
+    This function applies random bilateral filtering and random guided filtering iteratively to reduce adversarial noise
+    in the input image.
+
+    :param image: The input image.
+    :type image: Image.Image
+
+    :param diameter_min: Minimum diameter for bilateral filtering.
+    :type diameter_min: int, optional
+
+    :param diameter_max: Maximum diameter for bilateral filtering.
+    :type diameter_max: int, optional
+
+    :param sigma_color_min: Minimum filter sigma in the color space for bilateral filtering.
+    :type sigma_color_min: float, optional
+
+    :param sigma_color_max: Maximum filter sigma in the color space for bilateral filtering.
+    :type sigma_color_max: float, optional
+
+    :param sigma_space_min: Minimum filter sigma in the coordinate space for bilateral filtering.
+    :type sigma_space_min: float, optional
+
+    :param sigma_space_max: Maximum filter sigma in the coordinate space for bilateral filtering.
+    :type sigma_space_max: float, optional
+
+    :param radius_min: Minimum radius for guided filtering.
+    :type radius_min: int, optional
+
+    :param radius_max: Maximum radius for guided filtering.
+    :type radius_max: int, optional
+
+    :param eps_min: Minimum guided filter regularization term.
+    :type eps_min: float, optional
+
+    :param eps_max: Maximum guided filter regularization term.
+    :type eps_max: float, optional
+
+    :param b_iters: Number of iterations for bilateral filtering.
+    :type b_iters: int, optional
+
+    :param g_iters: Number of iterations for guided filtering.
+    :type g_iters: int, optional
+
+    :return: Image with adversarial noise removed.
+    :rtype: Image.Image
+    """
+    image = load_image(image, mode='RGB', force_background='white')
+    img = np.array(image).astype(np.float32)
+    y = img.copy()
+
+    # Apply random bilateral filtering iteratively
+    for _ in range(b_iters):
+        diameter = random.randint(diameter_min, diameter_max)
+        sigma_color = random.uniform(sigma_color_min, sigma_color_max)
+        sigma_space = random.uniform(sigma_space_min, sigma_space_max)
+        y = cv2.bilateralFilter(y, diameter, sigma_color, sigma_space)
+
+    # Apply random guided filtering iteratively
+    for _ in range(g_iters):
+        radius = random.randint(radius_min, radius_max)
+        eps = random.uniform(eps_min, eps_max)
+        y = guidedFilter(img, y, radius, eps)
+
+    # Clip the values and convert back to uint8 for PIL Image
+    output_image = Image.fromarray(y.clip(0, 255).astype(np.uint8))
+    return output_image

+
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diff --git a/main/_modules/imgutils/validate/nsfw.html b/main/_modules/imgutils/validate/nsfw.html index 0371702801c..0a57f6f8069 100644 --- a/main/_modules/imgutils/validate/nsfw.html +++ b/main/_modules/imgutils/validate/nsfw.html @@ -468,13 +468,13 @@

Source code for imgutils.validate.nsfw

                 
                 

                     
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diff --git a/main/_modules/imgutils/validate/portrait.html b/main/_modules/imgutils/validate/portrait.html index e22a8ede927..08f4cd80630 100644 --- a/main/_modules/imgutils/validate/portrait.html +++ b/main/_modules/imgutils/validate/portrait.html @@ -420,13 +420,13 @@

Source code for imgutils.validate.portrait

                 
                 

                     
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diff --git a/main/_modules/imgutils/validate/rating.html b/main/_modules/imgutils/validate/rating.html index 3534c0be3fe..46581f0f078 100644 --- a/main/_modules/imgutils/validate/rating.html +++ b/main/_modules/imgutils/validate/rating.html @@ -410,13 +410,13 @@

Source code for imgutils.validate.rating

                 
                 

                     
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diff --git a/main/_modules/imgutils/validate/real.html b/main/_modules/imgutils/validate/real.html index cc5b1436fea..ec9b6e6f295 100644 --- a/main/_modules/imgutils/validate/real.html +++ b/main/_modules/imgutils/validate/real.html @@ -448,13 +448,13 @@

Source code for imgutils.validate.real

                 
                 

                     
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diff --git a/main/_modules/imgutils/validate/style_age.html b/main/_modules/imgutils/validate/style_age.html index 546a685ba37..0dd3ac6292c 100644 --- a/main/_modules/imgutils/validate/style_age.html +++ b/main/_modules/imgutils/validate/style_age.html @@ -413,13 +413,13 @@

Source code for imgutils.validate.style_age

                 
                 

                     
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diff --git a/main/_modules/imgutils/validate/teen.html b/main/_modules/imgutils/validate/teen.html index 7300616e633..619625d689a 100644 --- a/main/_modules/imgutils/validate/teen.html +++ b/main/_modules/imgutils/validate/teen.html @@ -377,13 +377,13 @@

Source code for imgutils.validate.teen

                 
                 

                     
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diff --git a/main/_modules/imgutils/validate/truncate.html b/main/_modules/imgutils/validate/truncate.html index 3992c035889..445a2c16ef2 100644 --- a/main/_modules/imgutils/validate/truncate.html +++ b/main/_modules/imgutils/validate/truncate.html @@ -296,13 +296,13 @@

Source code for imgutils.validate.truncate

                 
                 

                     
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diff --git a/main/_modules/index.html b/main/_modules/index.html index 827fe6ee509..86856345ad9 100644 --- a/main/_modules/index.html +++ b/main/_modules/index.html @@ -208,6 +208,7 @@

All modules for which code is available

  • imgutils.pose.dwpose
  • imgutils.pose.format
  • imgutils.pose.visual
    • +
  • imgutils.restore.adversarial
  • imgutils.restore.nafnet
  • imgutils.restore.scunet
  • imgutils.sd.metadata
    • @@ -289,13 +290,13 @@

    All modules for which code is available

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    diff --git a/main/_sources/api_doc/restore/adversarial.rst.txt b/main/_sources/api_doc/restore/adversarial.rst.txt new file mode 100644 index 00000000000..a9546ec13cd --- /dev/null +++ b/main/_sources/api_doc/restore/adversarial.rst.txt @@ -0,0 +1,14 @@ +imgutils.restore.adversarial +==================================== + +.. currentmodule:: imgutils.restore.adversarial + +.. automodule:: imgutils.restore.adversarial + + +remove_adversarial_noise +----------------------------------- + +.. autofunction:: remove_adversarial_noise + + diff --git a/main/_sources/api_doc/restore/index.rst.txt b/main/_sources/api_doc/restore/index.rst.txt index 9461167a0f8..4b37a883d0c 100644 --- a/main/_sources/api_doc/restore/index.rst.txt +++ b/main/_sources/api_doc/restore/index.rst.txt @@ -9,6 +9,7 @@ imgutils.restore .. toctree:: :maxdepth: 3 + adversarial nafnet scunet diff --git a/main/_sources/information/environment.result.ipynb.txt b/main/_sources/information/environment.result.ipynb.txt index b012092f03b..d1a3d1a6d54 100644 --- a/main/_sources/information/environment.result.ipynb.txt +++ b/main/_sources/information/environment.result.ipynb.txt @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-23T17:27:51.728093Z", - "iopub.status.busy": "2023-12-23T17:27:51.727901Z", - "iopub.status.idle": "2023-12-23T17:27:52.904483Z", - "shell.execute_reply": "2023-12-23T17:27:52.903739Z" + "iopub.execute_input": "2023-12-24T06:22:46.126566Z", + "iopub.status.busy": "2023-12-24T06:22:46.125982Z", + "iopub.status.idle": "2023-12-24T06:22:47.302654Z", + "shell.execute_reply": "2023-12-24T06:22:47.301882Z" }, "pycharm": { "name": "#%%\n" @@ -47,7 +47,7 @@ "Python: CPython 3.8.18\n", "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2967.60675 MHz\n", + "CPU Freq: 2878.63725 MHz\n", "Memory Size: 15.607 GiB\n", "Has CUDA: No\n" ] diff --git a/main/api_doc/ascii/drawing.html b/main/api_doc/ascii/drawing.html index d529b5b33bf..01d3404a8f7 100644 --- a/main/api_doc/ascii/drawing.html +++ b/main/api_doc/ascii/drawing.html @@ -346,13 +346,13 @@

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    -
    main
    diff --git a/main/api_doc/pose/dwpose.html b/main/api_doc/pose/dwpose.html index d0563fe4836..e5d2d640b8e 100644 --- a/main/api_doc/pose/dwpose.html +++ b/main/api_doc/pose/dwpose.html @@ -311,13 +311,13 @@

    dwpose_estimatedev/adversarial +
    main
    ccip
    +
    dev/adversarial
    dev/cdc
    dev/py312
    dev/resolution
    dev/waifu2x
    -
    main
    diff --git a/main/api_doc/pose/format.html b/main/api_doc/pose/format.html index 45f02980e22..e5ea4b3e80e 100644 --- a/main/api_doc/pose/format.html +++ b/main/api_doc/pose/format.html @@ -749,13 +749,13 @@

    OP18_RIGHT_HAND_MINdev/adversarial +
    main
    ccip
    +
    dev/adversarial
    dev/cdc
    dev/py312
    dev/resolution
    dev/waifu2x
    -
    main
    diff --git a/main/api_doc/pose/index.html b/main/api_doc/pose/index.html index ff8d0cc15f6..cd1fcc20e63 100644 --- a/main/api_doc/pose/index.html +++ b/main/api_doc/pose/index.html @@ -287,13 +287,13 @@
    Branches
    -
    dev/adversarial
    +
    main
    ccip
    +
    dev/adversarial
    dev/cdc
    dev/py312
    dev/resolution
    dev/waifu2x
    -
    main
    diff --git a/main/api_doc/pose/visual.html b/main/api_doc/pose/visual.html index f81224159fa..b19f77717e6 100644 --- a/main/api_doc/pose/visual.html +++ b/main/api_doc/pose/visual.html @@ -293,13 +293,13 @@

    op18_visualizedev/adversarial +
    main
    ccip
    +
    dev/adversarial
    dev/cdc
    dev/py312
    dev/resolution
    dev/waifu2x
    -
    main
    diff --git a/main/api_doc/restore/adversarial.html b/main/api_doc/restore/adversarial.html new file mode 100644 index 00000000000..fbee9ebae65 --- /dev/null +++ b/main/api_doc/restore/adversarial.html @@ -0,0 +1,330 @@ + + + + + + + + + + + + imgutils.restore.adversarial — imgutils 0.3.1 documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + +
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    + + + +
    +

    imgutils.restore.adversarial¶

    +
    +
    Overview:

    Useful tools to remove adversarial noises, just using opencv library without any models.

    +../../_images/adversarial_demo.plot.py.svg

    This is an overall benchmark of all the adversarial denoising:

    +../../_images/adversarial_benchmark.plot.py.svg
    +

    Note

    +

    This tool is inspired from Huggingface - mf666/mist-fucker.

    + +
    +
    +
    +

    remove_adversarial_noise¶

    +
    +
    +imgutils.restore.adversarial.remove_adversarial_noise(image: PIL.Image.Image, diameter_min: int = 4, diameter_max: int = 6, sigma_color_min: float = 6.0, sigma_color_max: float = 10.0, sigma_space_min: float = 6.0, sigma_space_max: float = 10.0, radius_min: int = 3, radius_max: int = 6, eps_min: float = 16.0, eps_max: float = 24.0, b_iters: int = 64, g_iters: int = 8) → PIL.Image.Image[source]¶
    +

    Remove adversarial noise from an image using random bilateral and guided filtering.

    +

    This function applies random bilateral filtering and random guided filtering iteratively to reduce adversarial noise +in the input image.

    +
    +
    Parameters:
    +
      +

    • image (Image.Image) – The input image.

      • +

    • diameter_min (int, optional) – Minimum diameter for bilateral filtering.

      • +

    • diameter_max (int, optional) – Maximum diameter for bilateral filtering.

      • +

    • sigma_color_min (float, optional) – Minimum filter sigma in the color space for bilateral filtering.

      • +

    • sigma_color_max (float, optional) – Maximum filter sigma in the color space for bilateral filtering.

      • +

    • sigma_space_min (float, optional) – Minimum filter sigma in the coordinate space for bilateral filtering.

      • +

    • sigma_space_max (float, optional) – Maximum filter sigma in the coordinate space for bilateral filtering.

      • +

    • radius_min (int, optional) – Minimum radius for guided filtering.

      • +

    • radius_max (int, optional) – Maximum radius for guided filtering.

      • +

    • eps_min (float, optional) – Minimum guided filter regularization term.

      • +

    • eps_max (float, optional) – Maximum guided filter regularization term.

      • +

    • b_iters (int, optional) – Number of iterations for bilateral filtering.

      • +

    • g_iters (int, optional) – Number of iterations for guided filtering.

      • +
    +
    +
    Returns:
    +

    Image with adversarial noise removed.

    +
    +
    Return type:
    +

    Image.Image

    +
    +
    +
    + +
    +
    + + + +
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    + + Other Versions + v: main + + +
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    + + + + + + + + + + \ No newline at end of file diff --git a/main/api_doc/restore/index.html b/main/api_doc/restore/index.html index 5912a6863e2..e7f0d6becea 100644 --- a/main/api_doc/restore/index.html +++ b/main/api_doc/restore/index.html @@ -41,7 +41,7 @@ - + @@ -111,6 +111,7 @@
  • imgutils.operate
  • imgutils.pose
  • imgutils.restore @@ -199,6 +200,10 @@
    diff --git a/main/api_doc/restore/nafnet.html b/main/api_doc/restore/nafnet.html index ee0f5ef4306..624804b8b08 100644 --- a/main/api_doc/restore/nafnet.html +++ b/main/api_doc/restore/nafnet.html @@ -42,7 +42,7 @@ - + @@ -111,6 +111,7 @@
  • imgutils.operate
  • imgutils.pose
  • imgutils.restore +