diff --git a/.gitattributes b/.gitattributes
index a6344aac8c09253b3b630fb776ae94478aa0275b..7dddc955e2b6d6578c7919a714f43d7a6afd6bc4 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -33,3 +33,24 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+code/ChangeNet/ChangeNet.[[:space:]]Архитектура[[:space:]]глубокого[[:space:]]обучения[[:space:]]для[[:space:]]визуального[[:space:]]обнаружения[[:space:]]изменений.pdf filter=lfs diff=lfs merge=lfs -text
+code/ChangeSim/ChangeSim.[[:space:]]К[[:space:]]комплексному[[:space:]]онлайн-обнаружению[[:space:]]изменений[[:space:]]сцены[[:space:]]в[[:space:]]промышленных[[:space:]]помещениях.pdf filter=lfs diff=lfs merge=lfs -text
+code/DR-TANet/DR-TANet.[[:space:]]Динамическая[[:space:]]восприимчивая[[:space:]]сеть[[:space:]]временного[[:space:]]внимания[[:space:]]для[[:space:]]обнаружения[[:space:]]изменений[[:space:]]уличной[[:space:]]сцены.pdf filter=lfs diff=lfs merge=lfs -text
+code/DSP[[:space:]](NeurAI[[:space:]]Lab)/(на[[:space:]]русском)[[:space:]]Differencing[[:space:]]based[[:space:]]self-supervised[[:space:]]pretraining[[:space:]]for[[:space:]]Scene[[:space:]]Change[[:space:]]Detection.mp4 filter=lfs diff=lfs merge=lfs -text
+code/DSP[[:space:]](NeurAI[[:space:]]Lab)/Самоконтролируемая[[:space:]]предварительная[[:space:]]подготовка[[:space:]]на[[:space:]]основе[[:space:]]дифференциации[[:space:]]для[[:space:]]обнаружения[[:space:]]изменений[[:space:]]сцены.pdf filter=lfs diff=lfs merge=lfs -text
+code/DSP[[:space:]](NeurAI[[:space:]]Lab)/Схема.png filter=lfs diff=lfs merge=lfs -text
+code/PySceneDetect[[:space:]]v0.6.2/Обнаружение[[:space:]]и[[:space:]]классификация[[:space:]]видеосцен.[[:space:]]PySceneDetect,[[:space:]]Places365[[:space:]]и[[:space:]]Mozilla[[:space:]]DeepSpeech[[:space:]]Engine.docx filter=lfs diff=lfs merge=lfs -text
+code/PySceneDetect[[:space:]]v0.6.2/Обнаружение[[:space:]]смены[[:space:]]сцен[[:space:]]на[[:space:]]Python[[:space:]]и[[:space:]]OpenCV/Часть[[:space:]]1.[[:space:]]Обнаружение[[:space:]]порога_перехода[[:space:]]в[[:space:]]чёрный[[:space:]]цвет.docx filter=lfs diff=lfs merge=lfs -text
+code/PySceneDetect[[:space:]]v0.6.2/Обнаружение[[:space:]]смены[[:space:]]сцен[[:space:]]на[[:space:]]Python[[:space:]]и[[:space:]]OpenCV/Часть[[:space:]]2.[[:space:]]Адаптивное[[:space:]]пороговое[[:space:]]обнаружение.docx filter=lfs diff=lfs merge=lfs -text
+code/PySceneDetect[[:space:]]v0.6.2/Повышение[[:space:]]эффективности.docx filter=lfs diff=lfs merge=lfs -text
+code/PySceneDetect[[:space:]]v0.6.2/Fast[[:space:]]cut-scene[[:space:]]detection[[:space:]]and[[:space:]]split[[:space:]]video[[:space:]]into[[:space:]]parts.mp4 filter=lfs diff=lfs merge=lfs -text
+code/SceneChangeDet/Учимся[[:space:]]измерять[[:space:]]изменения.[[:space:]]Полностью[[:space:]]свёрточные[[:space:]]сиамские[[:space:]]метрические[[:space:]]сети[[:space:]]для[[:space:]]обнаружения[[:space:]]изменений[[:space:]]сцены.pdf filter=lfs diff=lfs merge=lfs -text
+code/SceneChangeDetection[[:space:]]\[neelarya19\]/Отчёт[[:space:]]по[[:space:]]инновационному[[:space:]]проекту.[[:space:]]EC412[[:space:]]Машинное[[:space:]]обучение.[[:space:]]Scene[[:space:]]change[[:space:]]detection.pdf filter=lfs diff=lfs merge=lfs -text
+code/SSCDNet/Слабо[[:space:]]контролируемое[[:space:]]обнаружение[[:space:]]семантических[[:space:]]изменений[[:space:]]сцены[[:space:]]на[[:space:]]основе[[:space:]]силуэтов.pdf filter=lfs diff=lfs merge=lfs -text
+code/SSCDNet/Схема.png filter=lfs diff=lfs merge=lfs -text
+code/VideoSceneInventory/(на[[:space:]]русском)[[:space:]]демо[[:space:]]видео.mp4 filter=lfs diff=lfs merge=lfs -text
+datasets/Пример[[:space:]]SCD[[:space:]]из[[:space:]]набора[[:space:]]данных[[:space:]]ChangeSim.gif filter=lfs diff=lfs merge=lfs -text
+papers/Быстрое[[:space:]]обнаружение[[:space:]]изменения[[:space:]]сцены[[:space:]]для[[:space:]]персонального[[:space:]]видеорегистратора.pdf filter=lfs diff=lfs merge=lfs -text
+papers/Обнаружение[[:space:]]изменений[[:space:]]сцены[[:space:]]в[[:space:]]аудиовизуальном[[:space:]]контенте.docx filter=lfs diff=lfs merge=lfs -text
+papers/Эффективные[[:space:]]подходы[[:space:]]к[[:space:]]обнаружению[[:space:]]смены[[:space:]]сцен[[:space:]]на[[:space:]]видео.pdf filter=lfs diff=lfs merge=lfs -text
+papers/Эффективный[[:space:]]и[[:space:]]быстрый[[:space:]]алгоритм[[:space:]]обнаружения[[:space:]]изменения[[:space:]]сцены[[:space:]]для[[:space:]]видео,[[:space:]]сжатых[[:space:]]в[[:space:]]формате[[:space:]]MPEG.pdf filter=lfs diff=lfs merge=lfs -text
diff --git a/code/ChangeDet/ChangeDet.rar b/code/ChangeDet/ChangeDet.rar
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diff --git "a/code/ChangeDet/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt" "b/code/ChangeDet/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
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@@ -0,0 +1 @@
+Обнаружение изменения сцены (SCD) в масштабе города с использованием облаков точек [point clouds].
\ No newline at end of file
diff --git a/code/ChangeNet/ChangeNet (arishin), enhanced fork.rar b/code/ChangeNet/ChangeNet (arishin), enhanced fork.rar
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diff --git "a/code/ChangeNet/ChangeNet. \320\220\321\200\321\205\320\270\321\202\320\265\320\272\321\202\321\203\321\200\320\260 \320\263\320\273\321\203\320\261\320\276\320\272\320\276\320\263\320\276 \320\276\320\261\321\203\321\207\320\265\320\275\320\270\321\217 \320\264\320\273\321\217 \320\262\320\270\320\267\321\203\320\260\320\273\321\214\320\275\320\276\320\263\320\276 \320\276\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\321\217 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\320\271.pdf" "b/code/ChangeNet/ChangeNet. \320\220\321\200\321\205\320\270\321\202\320\265\320\272\321\202\321\203\321\200\320\260 \320\263\320\273\321\203\320\261\320\276\320\272\320\276\320\263\320\276 \320\276\320\261\321\203\321\207\320\265\320\275\320\270\321\217 \320\264\320\273\321\217 \320\262\320\270\320\267\321\203\320\260\320\273\321\214\320\275\320\276\320\263\320\276 \320\276\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\321\217 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\320\271.pdf"
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diff --git a/code/ChangeNet/ChangeNet.rar b/code/ChangeNet/ChangeNet.rar
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diff --git "a/code/ChangeNet/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt" "b/code/ChangeNet/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
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@@ -0,0 +1 @@
+Код для научной статьи о ChangeNet (https://openaccess.thecvf.com/content_ECCVW_2018/papers/11130/Varghese_ChangeNet_A_Deep_Learning_Architecture_for_Visual_Change_Detection_ECCVW_2018_paper.pdf).
\ No newline at end of file
diff --git "a/code/ChangeSim/ChangeSim. \320\232 \320\272\320\276\320\274\320\277\320\273\320\265\320\272\321\201\320\275\320\276\320\274\321\203 \320\276\320\275\320\273\320\260\320\271\320\275-\320\276\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\321\216 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\320\271 \321\201\321\206\320\265\320\275\321\213 \320\262 \320\277\321\200\320\276\320\274\321\213\321\210\320\273\320\265\320\275\320\275\321\213\321\205 \320\277\320\276\320\274\320\265\321\211\320\265\320\275\320\270\321\217\321\205.pdf" "b/code/ChangeSim/ChangeSim. \320\232 \320\272\320\276\320\274\320\277\320\273\320\265\320\272\321\201\320\275\320\276\320\274\321\203 \320\276\320\275\320\273\320\260\320\271\320\275-\320\276\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\321\216 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\320\271 \321\201\321\206\320\265\320\275\321\213 \320\262 \320\277\321\200\320\276\320\274\321\213\321\210\320\273\320\265\320\275\320\275\321\213\321\205 \320\277\320\276\320\274\320\265\321\211\320\265\320\275\320\270\321\217\321\205.pdf"
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diff --git "a/code/ChangeSim/\320\222\320\270\320\264\320\265\320\276.txt" "b/code/ChangeSim/\320\222\320\270\320\264\320\265\320\276.txt"
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+++ "b/code/ChangeSim/\320\222\320\270\320\264\320\265\320\276.txt"
@@ -0,0 +1,2 @@
+ChangeSim: к комплексному онлайн-обнаружению изменений сцены в промышленных помещениях
+https://www.youtube.com/watch?v=3zMMWg40WZY
\ No newline at end of file
diff --git "a/code/ChangeSim/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt" "b/code/ChangeSim/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
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+++ "b/code/ChangeSim/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
@@ -0,0 +1 @@
+Мультимодальный фотореалистичный набор данных для сквозного онлайн-обнаружения изменений и многого другого (принято в IROS2021).
\ No newline at end of file
diff --git "a/code/ChangeSim/\320\236\321\204\320\270\321\206\320\270\320\260\320\273\321\214\320\275\321\213\320\271 \321\201\320\260\320\271\321\202.txt" "b/code/ChangeSim/\320\236\321\204\320\270\321\206\320\270\320\260\320\273\321\214\320\275\321\213\320\271 \321\201\320\260\320\271\321\202.txt"
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@@ -0,0 +1 @@
+https://sammica.github.io/ChangeSim
\ No newline at end of file
diff --git "a/code/ChangeSim/\320\240\320\265\320\277\320\276\320\267\320\270\321\202\320\276\321\200\320\270\320\271.txt" "b/code/ChangeSim/\320\240\320\265\320\277\320\276\320\267\320\270\321\202\320\276\321\200\320\270\320\271.txt"
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@@ -0,0 +1 @@
+https://github.com/SAMMiCA/ChangeSim
\ No newline at end of file
diff --git "a/code/DR-TANet/DR-TANet. \320\224\320\270\320\275\320\260\320\274\320\270\321\207\320\265\321\201\320\272\320\260\321\217 \320\262\320\276\321\201\320\277\321\200\320\270\320\270\320\274\321\207\320\270\320\262\320\260\321\217 \321\201\320\265\321\202\321\214 \320\262\321\200\320\265\320\274\320\265\320\275\320\275\320\276\320\263\320\276 \320\262\320\275\320\270\320\274\320\260\320\275\320\270\321\217 \320\264\320\273\321\217 \320\276\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\321\217 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\320\271 \321\203\320\273\320\270\321\207\320\275\320\276\320\271 \321\201\321\206\320\265\320\275\321\213.pdf" "b/code/DR-TANet/DR-TANet. \320\224\320\270\320\275\320\260\320\274\320\270\321\207\320\265\321\201\320\272\320\260\321\217 \320\262\320\276\321\201\320\277\321\200\320\270\320\270\320\274\321\207\320\270\320\262\320\260\321\217 \321\201\320\265\321\202\321\214 \320\262\321\200\320\265\320\274\320\265\320\275\320\275\320\276\320\263\320\276 \320\262\320\275\320\270\320\274\320\260\320\275\320\270\321\217 \320\264\320\273\321\217 \320\276\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\321\217 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\320\271 \321\203\320\273\320\270\321\207\320\275\320\276\320\271 \321\201\321\206\320\265\320\275\321\213.pdf"
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+++ "b/code/DR-TANet/DR-TANet. \320\224\320\270\320\275\320\260\320\274\320\270\321\207\320\265\321\201\320\272\320\260\321\217 \320\262\320\276\321\201\320\277\321\200\320\270\320\270\320\274\321\207\320\270\320\262\320\260\321\217 \321\201\320\265\321\202\321\214 \320\262\321\200\320\265\320\274\320\265\320\275\320\275\320\276\320\263\320\276 \320\262\320\275\320\270\320\274\320\260\320\275\320\270\321\217 \320\264\320\273\321\217 \320\276\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\321\217 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\320\271 \321\203\320\273\320\270\321\207\320\275\320\276\320\271 \321\201\321\206\320\265\320\275\321\213.pdf"	
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diff --git a/code/DR-TANet/DR-TANet.rar b/code/DR-TANet/DR-TANet.rar
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diff --git "a/code/DR-TANet/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt" "b/code/DR-TANet/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
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+++ "b/code/DR-TANet/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
@@ -0,0 +1 @@
+Это официальная реализация TANet и DR-TANet в «DR-TANet: динамическая восприимчивая сеть временного внимания для обнаружения изменений уличной сцены» (IEEE IV 2021).
\ No newline at end of file
diff --git "a/code/DR-TANet/\320\244\320\276\321\200\320\272 \321\201 \320\264\320\265\320\274\320\276.txt" "b/code/DR-TANet/\320\244\320\276\321\200\320\272 \321\201 \320\264\320\265\320\274\320\276.txt"
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@@ -0,0 +1 @@
+https://github.com/YvonneChika/DR-TANet
\ No newline at end of file
diff --git "a/code/DSP (NeurAI Lab)/(\320\275\320\260 \321\200\321\203\321\201\321\201\320\272\320\276\320\274) Differencing based self-supervised pretraining for Scene Change Detection.mp4" "b/code/DSP (NeurAI Lab)/(\320\275\320\260 \321\200\321\203\321\201\321\201\320\272\320\276\320\274) Differencing based self-supervised pretraining for Scene Change Detection.mp4"
new file mode 100644
index 0000000000000000000000000000000000000000..9c4afad446187d951a6afe81cf8559c3fa0ef379
--- /dev/null
+++ "b/code/DSP (NeurAI Lab)/(\320\275\320\260 \321\200\321\203\321\201\321\201\320\272\320\276\320\274) Differencing based self-supervised pretraining for Scene Change Detection.mp4"	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:962f3840d057c58f4aac1476e23fb9ca2f8c3c236e27e036476c770ac60db26f
+size 14648291
diff --git a/code/DSP (NeurAI Lab)/DSP.rar b/code/DSP (NeurAI Lab)/DSP.rar
new file mode 100644
index 0000000000000000000000000000000000000000..ccb44f8193de847876189577a3174007c33588ad
--- /dev/null
+++ b/code/DSP (NeurAI Lab)/DSP.rar	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11126d5f14cea385703631a824705764856e6321a0b04d9b4d9dc7d753b03c0d
+size 1273642
diff --git "a/code/DSP (NeurAI Lab)/\320\222\320\270\320\264\320\265\320\276.txt" "b/code/DSP (NeurAI Lab)/\320\222\320\270\320\264\320\265\320\276.txt"
new file mode 100644
index 0000000000000000000000000000000000000000..a32279a36c33228cf43402ef92ae7872742b56dd
--- /dev/null
+++ "b/code/DSP (NeurAI Lab)/\320\222\320\270\320\264\320\265\320\276.txt"	
@@ -0,0 +1,2 @@
+Differencing based Self-supervised pretraining for Scene Change Detection-CoLLAs 2022
+https://youtube.com/watch?v=53YVk9Lsa5A
\ No newline at end of file
diff --git "a/code/DSP (NeurAI Lab)/\320\224\320\260\321\202\320\260\321\201\320\265\321\202\321\213.txt" "b/code/DSP (NeurAI Lab)/\320\224\320\260\321\202\320\260\321\201\320\265\321\202\321\213.txt"
new file mode 100644
index 0000000000000000000000000000000000000000..3a4f4c821141b8786577c869e452828720c51cb6
--- /dev/null
+++ "b/code/DSP (NeurAI Lab)/\320\224\320\260\321\202\320\260\321\201\320\265\321\202\321\213.txt"	
@@ -0,0 +1,4 @@
+Наша сеть тестируется на двух наборах данных для обнаружения изменения сцены при просмотре улиц:
+> Набор данных PCD из обнаружения изменений на основе пары изображений улиц с использованием функций CNN и сегментации суперпикселей (http://www.vision.is.tohoku.ac.jp/files/9814/3947/4830/71-Sakurada-BMVC15.pdf).
+Информацию о том, как получить «TSUNAMI», «GSV» и предварительно обработанные наборы данных для обучения и тестирования, вы можете найти здесь: https://kensakurada.github.io/pcd_dataset.html
+> Набор данных VL-CMU-CD из функции обнаружения изменений Street-View с помощью деконволюционных сетей (http://www.robesafe.com/personal/roberto.arroyo/docs/Alcantarilla16rss.pdf)
\ No newline at end of file
diff --git "a/code/DSP (NeurAI Lab)/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt" "b/code/DSP (NeurAI Lab)/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
new file mode 100644
index 0000000000000000000000000000000000000000..70bf044bb939e1b85b3d8da1e185899fbc988266
--- /dev/null
+++ "b/code/DSP (NeurAI Lab)/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"	
@@ -0,0 +1,10 @@
+Предварительное обучение с самоконтролем на основе дифференциации для обнаружения изменения сцены (DSP)
+
+Это официальный код статьи COLLA 2022 «Самоконтролируемое предварительное обучение на основе дифференциации для обнаружения изменения сцены» (V.R.T.Ramkumar, E.Arani, B.Zonooz), в которой мы предлагаем новую архитектуру предварительной подготовки с самоконтролем, основанную на различении, называемую DSP для обнаружение изменения сцены.
+
+* * *
+
+Обнаружение изменения сцены (SCD), важнейшая задача восприятия, определяет изменения путем сравнения сцен, снятых в разное время. SCD представляет собой сложную задачу из-за шумных изменений освещенности, сезонных колебаний и различий в перспективе на разных ракурсах. Решения на основе глубоких нейронных сетей требуют большого количества аннотированных данных, получение которых утомительно и дорого. С другой стороны, перенос обучения на основе больших наборов данных вызывает сдвиг предметной области. Чтобы решить эти проблемы, мы предлагаем новый метод предварительного обучения с самоконтролем (DSP), который использует дифференцирование признаков для изучения дискриминационных представлений, соответствующих измененным областям, одновременно устраняя шумные изменения, обеспечивая временную инвариантность между представлениями. Наши экспериментальные результаты на наборах данных SCD демонстрируют эффективность нашего метода, особенно в отношении различий в точках обзора камеры и условиях освещения. По сравнению с самоконтролируемыми близнецами Барлоу и стандартным предварительным обучением ImageNet, которое использует более миллиона дополнительных помеченных изображений, DSP может превзойти его без использования каких-либо дополнительных данных. Наши результаты также демонстрируют устойчивость DSP к естественным искажениям, смещению распределения и обучению в условиях ограниченных размеченных данных.
+
+----------------------------------------------------------
+https://proceedings.mlr.press/v199/ramkumar22a.html
\ No newline at end of file
diff --git "a/code/DSP (NeurAI Lab)/\320\241\320\260\320\274\320\276\320\272\320\276\320\275\321\202\321\200\320\276\320\273\320\270\321\200\321\203\320\265\320\274\320\260\321\217 \320\277\321\200\320\265\320\264\320\262\320\260\321\200\320\270\321\202\320\265\320\273\321\214\320\275\320\260\321\217 \320\277\320\276\320\264\320\263\320\276\321\202\320\276\320\262\320\272\320\260 \320\275\320\260 \320\276\321\201\320\275\320\276\320\262\320\265 \320\264\320\270\321\204\321\204\320\265\321\200\320\265\320\275\321\206\320\270\320\260\321\206\320\270\320\270 \320\264\320\273\321\217 \320\276\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\321\217 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\320\271 \321\201\321\206\320\265\320\275\321\213.pdf" "b/code/DSP (NeurAI Lab)/\320\241\320\260\320\274\320\276\320\272\320\276\320\275\321\202\321\200\320\276\320\273\320\270\321\200\321\203\320\265\320\274\320\260\321\217 \320\277\321\200\320\265\320\264\320\262\320\260\321\200\320\270\321\202\320\265\320\273\321\214\320\275\320\260\321\217 \320\277\320\276\320\264\320\263\320\276\321\202\320\276\320\262\320\272\320\260 \320\275\320\260 \320\276\321\201\320\275\320\276\320\262\320\265 \320\264\320\270\321\204\321\204\320\265\321\200\320\265\320\275\321\206\320\270\320\260\321\206\320\270\320\270 \320\264\320\273\321\217 \320\276\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\321\217 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\320\271 \321\201\321\206\320\265\320\275\321\213.pdf"
new file mode 100644
index 0000000000000000000000000000000000000000..dbf56378cf6da859364e98b71b0536b2edb36e8d
--- /dev/null
+++ "b/code/DSP (NeurAI Lab)/\320\241\320\260\320\274\320\276\320\272\320\276\320\275\321\202\321\200\320\276\320\273\320\270\321\200\321\203\320\265\320\274\320\260\321\217 \320\277\321\200\320\265\320\264\320\262\320\260\321\200\320\270\321\202\320\265\320\273\321\214\320\275\320\260\321\217 \320\277\320\276\320\264\320\263\320\276\321\202\320\276\320\262\320\272\320\260 \320\275\320\260 \320\276\321\201\320\275\320\276\320\262\320\265 \320\264\320\270\321\204\321\204\320\265\321\200\320\265\320\275\321\206\320\270\320\260\321\206\320\270\320\270 \320\264\320\273\321\217 \320\276\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\321\217 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\320\271 \321\201\321\206\320\265\320\275\321\213.pdf"	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77515306a8d86d1c6ab7f58f1168ff50fa0849eeba3179534d4d9b049626009f
+size 5937112
diff --git "a/code/DSP (NeurAI Lab)/\320\241\321\205\320\265\320\274\320\260.png" "b/code/DSP (NeurAI Lab)/\320\241\321\205\320\265\320\274\320\260.png"
new file mode 100644
index 0000000000000000000000000000000000000000..4b11d1cb00149a37283aff76984263e2f77e71f7
--- /dev/null
+++ "b/code/DSP (NeurAI Lab)/\320\241\321\205\320\265\320\274\320\260.png"	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa5edf0141ebb88537c0b53d70505cd2d701d5eb03659fd834be28a76b9ac82c
+size 170985
diff --git a/code/DetectSceneChange (Rust)/detect-scene-change.rar b/code/DetectSceneChange (Rust)/detect-scene-change.rar
new file mode 100644
index 0000000000000000000000000000000000000000..6af65075220d1cbeecdda6f69255e4ee547b407a
--- /dev/null
+++ b/code/DetectSceneChange (Rust)/detect-scene-change.rar	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:679dadc4d138a4361cae3e23c5985d57ba4b8c4f835af4640c3d616e036ae0e7
+size 24266
diff --git "a/code/DetectSceneChange (Rust)/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt" "b/code/DetectSceneChange (Rust)/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
new file mode 100644
index 0000000000000000000000000000000000000000..72b45529fe3a5279a52ad260e6823eaeec4a2fa6
--- /dev/null
+++ "b/code/DetectSceneChange (Rust)/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"	
@@ -0,0 +1,23 @@
+Обнаружение таймстемпов всех изменений сцены в видео.
+
+Как использовать:
+cargo run <video> <threshold [0-1]>
+
+Пример:
+$ cargo run foo.mp4 0.03
+    Finished dev [unoptimized + debuginfo] target(s) in 0.01s
+     Running `target/debug/detect_scene_change foo.mp4 0.03`
+diff     time    frame
+----      0.00      1/719
+0.063     3.03     73/719
+0.038     5.55    133/719
+0.079     9.37    224/719
+0.372    15.38    367/719
+0.120    15.80    377/719
+0.256    16.22    387/719
+0.041    20.29    484/719
+0.198    23.44    559/719
+0.072    25.21    601/719
+0.188    28.23    673/719
+----     30.17    719/719
+$
\ No newline at end of file
diff --git "a/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/ffmpeg-scripts.rar" "b/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/ffmpeg-scripts.rar"
new file mode 100644
index 0000000000000000000000000000000000000000..4296acdfa79dbffb3995e929fae99222277aace9
--- /dev/null
+++ "b/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/ffmpeg-scripts.rar"	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21a4a030380bb476d43767586ab96747a9cd6bd97725a756177225a8ca1fada1
+size 352817
diff --git "a/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/scene-cut.sh" "b/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/scene-cut.sh"
new file mode 100644
index 0000000000000000000000000000000000000000..1dee2ffc159755f5db5cc729c5557cc710da886f
--- /dev/null
+++ "b/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/scene-cut.sh"	
@@ -0,0 +1,117 @@
+#!/bin/sh
+
+#===============================================================================
+# scene-cut
+# ffmpeg scene cut
+#===============================================================================
+
+# dependencies:
+# ffmpeg 
+
+#===============================================================================
+# script usage
+#===============================================================================
+
+usage () {
+# if argument passed to function echo it
+[ -z "${1}" ] || echo "! ${1}"
+# display help
+echo "\
+$(basename "$0") -i input -c cutfile
+
+-i input.(mp4|mov|mkv|m4v)
+-c cutfile"
+exit 2
+}
+
+
+#===============================================================================
+# error messages
+#===============================================================================
+
+INVALID_OPT_ERR='Invalid option:'
+REQ_ARG_ERR='requires an argument'
+WRONG_ARGS_ERR='wrong number of arguments passed to script'
+
+#===============================================================================
+# check the number of arguments passed to the script
+#===============================================================================
+
+[ $# -gt 0 ] || usage "${WRONG_ARGS_ERR}"
+
+
+#===============================================================================
+# getopts check the options passed to the script
+#===============================================================================
+
+while getopts ':i:c:h' opt
+do
+  case ${opt} in
+     i) input="${OPTARG}";;
+     c) cutfile="${OPTARG}";;
+     h) usage;;
+     \?) usage "${INVALID_OPT_ERR} ${OPTARG}" 1>&2;;
+     :) usage "${INVALID_OPT_ERR} ${OPTARG} ${REQ_ARG_ERR}" 1>&2;;
+  esac
+done
+shift $((OPTIND-1))
+
+
+#===============================================================================
+# variables
+#===============================================================================
+
+# get the input file name
+input_nopath="${input##*/}"
+input_name="${input_nopath%.*}"
+
+#===============================================================================
+# ffmpeg create clips - nostdin needed to avoid clash with read command
+#===============================================================================
+
+trim_video () {
+# awk convert start and end time from sexagesimal time to seconds
+# add the start and end time to get the endpoint and convert from seconds back to sexagesimal time
+    endtime=$(printf "%s %s\n" "${start}" "${duration}" \
+    | awk '
+            {
+              start = $1
+              end = $2
+              if (start ~ /:/) {
+                split(start, t, ":")
+                sseconds = (t[1] * 3600) + (t[2] * 60) + t[3] 
+              }
+              if (end ~ /:/) {
+                split(end, t, ":")
+                eseconds = (t[1] * 3600) + (t[2] * 60) + t[3] 
+              }
+              duration = eseconds + sseconds
+              printf("%s\n"), duration
+         }' \
+    | awk -F. 'NF==1 { printf("%02d:%02d:%02d\n"), ($1 / 3600), ($1 % 3600 / 60), ($1 % 60) }\
+    NF==2 { printf("%02d:%02d:%02d.%s\n"), ($1 / 3600), ($1 % 3600 / 60), ($1 % 60), ($2) }'
+    )
+    output="${input_name}-[${start}-${endtime}].mp4" 
+    ffmpeg \
+    -nostdin \
+    -hide_banner \
+    -stats -v panic \
+    -ss "${start}" \
+    -i "${input}" \
+    -t "${duration}" \
+    -c:a aac \
+    -c:v libx264 -profile:v high \
+    -pix_fmt yuv420p -movflags +faststart \
+    -f mp4 \
+    "${output}"
+}
+
+
+#===============================================================================
+# read file and set IFS=, read = input before , duration = input after ,
+#===============================================================================
+
+count=1
+while IFS=, read -r start duration; do
+  trim_video
+done < "${cutfile}"
\ No newline at end of file
diff --git "a/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/scene-detect.sh" "b/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/scene-detect.sh"
new file mode 100644
index 0000000000000000000000000000000000000000..9ee3a652103d0bbd721184be4ba3117196483bea
--- /dev/null
+++ "b/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/scene-detect.sh"	
@@ -0,0 +1,171 @@
+#!/bin/sh
+
+#===============================================================================
+# scene-detect
+# ffmpeg scene detection
+#===============================================================================
+
+# dependencies:
+# ffmpeg ffprobe awk
+
+#===============================================================================
+# script usage
+#===============================================================================
+
+usage () {
+# if argument passed to function echo it
+[ -z "${1}" ] || echo "! ${1}"
+# display help
+echo "\
+$(basename "$0") -s 00:00:00 -i input -e 00:00:00 -t (0.1 - 0.9) -f sec -o output
+
+-s 00:00:00 : start time
+-i input.(mp4|mov|mkv|m4v)
+-e 00:00:00 : end time
+-t (0.1 - 0.9) # threshold
+-f sec # output in seconds
+-o output.txt"
+exit 2
+}
+
+
+#===============================================================================
+# error messages
+#===============================================================================
+
+INVALID_OPT_ERR='Invalid option:'
+REQ_ARG_ERR='requires an argument'
+WRONG_ARGS_ERR='wrong number of arguments passed to script'
+NOT_MEDIA_FILE_ERR='is not a media file'
+
+
+#===============================================================================
+# check the number of arguments passed to the script
+#===============================================================================
+
+[ $# -gt 0 ] || usage "${WRONG_ARGS_ERR}"
+
+
+#===============================================================================
+# getopts check the options passed to the script
+#===============================================================================
+
+while getopts ':s:i:e:t:o:f:h' opt
+do
+  case ${opt} in
+     s) start="${OPTARG}";;
+     i) input="${OPTARG}";;
+     e) end="${OPTARG}";;
+     t) threshold="${OPTARG}";;
+     o) output="${OPTARG}";;
+     f) format="${OPTARG}";;
+     h) usage;;
+     \?) usage "${INVALID_OPT_ERR} ${OPTARG}" 1>&2;;
+     :) usage "${INVALID_OPT_ERR} ${OPTARG} ${REQ_ARG_ERR}" 1>&2;;
+  esac
+done
+shift $((OPTIND-1))
+
+
+#===============================================================================
+# variables
+#===============================================================================
+
+# get the input file name
+input_nopath="${input##*/}"
+input_name="${input_nopath%.*}"
+
+# output file name
+output_default="${input_name}-detection-$(date +"%Y-%m-%d-%H-%M-%S").txt"
+
+# threshold default
+threshold_default='0.3'
+
+# start default
+start_default='0.0'
+
+
+#===============================================================================
+# ffprobe video duration
+#===============================================================================
+
+ffduration () {
+# video duration to append to cutfile
+duration_default=$(ffprobe -v error -show_entries format=duration -of default=noprint_wrappers=1:nokey=1 "${input}")
+
+# if video duration is empty exit
+[ -n "${duration_default}" ] || usage "${input} ${NOT_MEDIA_FILE_ERR}"
+}
+
+
+#===============================================================================
+# convert time input to seconds
+#===============================================================================
+
+checktime () {
+start=$(echo "${start}" | awk -F: 'NF==3 { print ($1 * 3600) + ($2 * 60) + $3 } NF==2 { print ($1 * 60) + $2 } NF==1 { print 0 + $1 }')
+end=$(echo "${end}" | awk -F: 'NF==3 { print ($1 * 3600) + ($2 * 60) + $3 } NF==2 { print ($1 * 60) + $2 } NF==1 { print 0 + $1 }')
+}
+
+
+#===============================================================================
+# ffmpeg scene detection
+#===============================================================================
+
+# scene detection
+ffdetection () {
+detection="$(ffmpeg -hide_banner -i "${input}" -filter_complex "select='gt(scene,"${threshold:=${threshold_default}}")',metadata=print:file=-" -f null -)"
+}
+
+# scene detection range
+ffdetection_range () {
+detection="$(ffmpeg -hide_banner -i "${input}" \
+-filter_complex "[0:0]select='between(t\,"${start}"\,"${end}")'[time];\
+[time]select='gt(scene,"${threshold:=${threshold_default}}")',metadata=print:file=-[out]" -map "[out]" -f null -)"
+}
+
+
+#===============================================================================
+# create cutfile - prepend start and append end or duration
+#===============================================================================
+
+cutfile_seconds () {
+echo "${detection}" \
+| awk -F':' 'BEGIN { printf("%s\n", '"${start:=${start_default}}"') }/pts_time/ { printf("%s\n", $4) } END { printf("%s\n", '"${end:=${duration_default}}"') }' > "${output:=${output_default}}"
+}
+
+cutfile_minutes () {
+echo "${detection}" \
+| awk -F':' 'BEGIN { printf("%s\n", '"${start:=${start_default}}"') }/pts_time/ { printf("%s\n", $4) } END { printf("%s\n", '"${end:=${duration_default}}"') }' | awk -F. 'NF==1 { printf("%02d:%02d:%02d\n"), ($1 / 3600), ($1 % 3600 / 60), ($1 % 60) }\
+NF==2 { printf("%02d:%02d:%02d.%s\n"), ($1 / 3600), ($1 % 3600 / 60), ($1 % 60), ($2) }' \
+> "${output:=${output_default}}"
+}
+
+
+#===============================================================================
+# run function
+#===============================================================================
+
+if [ -n "${start}" ] && [ -n "${end}" ]; then
+# scene detect range in video
+  checktime
+  ffdetection_range
+  if [ -n "${format}" ]; then
+  cutfile_seconds
+  else
+  cutfile_minutes
+  fi
+elif [ -n "${start}" ]; then
+  usage "${start} ${WRONG_ARGS_ERR}"
+elif [ -n "${end}" ]; then
+  usage "${end} ${WRONG_ARGS_ERR}"
+else 
+# scene detect entire video
+  ffduration
+  ffdetection
+  if [ -n "${format}" ]; then
+  cutfile_seconds
+  else
+  cutfile_minutes
+  fi
+fi
\ No newline at end of file
diff --git "a/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/scene-images.sh" "b/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/scene-images.sh"
new file mode 100644
index 0000000000000000000000000000000000000000..2931db5ddc99c652ca2d0c422ef3e9097fb75ef4
--- /dev/null
+++ "b/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/scene-images.sh"	
@@ -0,0 +1,95 @@
+#!/bin/sh
+
+#===============================================================================
+# scene-images
+# ffmpeg scene thumbnails
+#===============================================================================
+
+# dependencies:
+# ffmpeg
+
+#===============================================================================
+# script usage
+#===============================================================================
+
+usage () {
+# if argument passed to function echo it
+[ -z "${1}" ] || echo "! ${1}"
+# display help
+echo "\
+$(basename "$0") -i input -c cutfile
+
+-i input.(mp4|mov|mkv|m4v)
+-c cutfile"
+exit 2
+}
+
+
+#===============================================================================
+# error messages
+#===============================================================================
+
+INVALID_OPT_ERR='Invalid option:'
+REQ_ARG_ERR='requires an argument'
+WRONG_ARGS_ERR='wrong number of arguments passed to script'
+
+
+#===============================================================================
+# check the number of arguments passed to the script
+#===============================================================================
+
+[ $# -gt 0 ] || usage "${WRONG_ARGS_ERR}"
+
+
+#===============================================================================
+# getopts check the options passed to the script
+#===============================================================================
+
+while getopts ':i:c:h' opt
+do
+  case ${opt} in
+     i) input="${OPTARG}";;
+     c) cutfile="${OPTARG}";;
+     h) usage;;
+     \?) usage "${INVALID_OPT_ERR} ${OPTARG}" 1>&2;;
+     :) usage "${INVALID_OPT_ERR} ${OPTARG} ${REQ_ARG_ERR}" 1>&2;;
+  esac
+done
+shift $((OPTIND-1))
+
+
+#===============================================================================
+# variables
+#===============================================================================
+
+# get the input file name
+input_nopath="${input##*/}"
+input_name="${input_nopath%.*}"
+
+
+#===============================================================================
+# ffmpeg extract image
+#===============================================================================
+
+extract () {
+  output="${input_name}-[${seconds}].png"
+  ffmpeg \
+  -nostdin \
+  -hide_banner \
+  -stats -v panic \
+  -ss "${seconds}" \
+  -i "${input}" \
+  -q:v 2 -f image2 \
+  -vframes 1 \
+  "${output}"
+}
+
+
+#===============================================================================
+# read file and run ffmpeg
+#===============================================================================
+
+count=1
+while IFS= read -r seconds; do
+   extract
+done < "${cutfile}"
\ No newline at end of file
diff --git "a/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/scene-time.sh" "b/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/scene-time.sh"
new file mode 100644
index 0000000000000000000000000000000000000000..ce066ecbff9e4a65c364292307282704c05f6e15
--- /dev/null
+++ "b/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/scene-time.sh"	
@@ -0,0 +1,125 @@
+#!/bin/sh
+
+#===============================================================================
+# scene-time
+# create ffmpeg cutlist
+#===============================================================================
+
+# dependencies:
+# ffmpeg awk head grep
+
+#===============================================================================
+# script usage
+#===============================================================================
+
+usage () {
+# if argument passed to function echo it
+[ -z "${1}" ] || echo "! ${1}"
+# display help
+echo "\
+$(basename "$0") -i input -o output
+
+-i input
+-o output"
+exit 2
+}
+
+
+#===============================================================================
+# error messages
+#===============================================================================
+
+INVALID_OPT_ERR='Invalid option:'
+REQ_ARG_ERR='requires an argument'
+WRONG_ARGS_ERR='wrong number of arguments passed to script'
+
+
+#===============================================================================
+# check the number of arguments passed to the script
+#===============================================================================
+
+[ $# -gt 0 ] || usage "${WRONG_ARGS_ERR}"
+
+
+#===============================================================================
+# getopts check the options passed to the script
+#===============================================================================
+
+while getopts ':i:o:h' opt
+do
+  case ${opt} in
+     i) input="${OPTARG}";;
+     h) usage;;
+     o) output="${OPTARG}";;
+     \?) usage "${INVALID_OPT_ERR} ${OPTARG}" 1>&2;;
+     :) usage "${INVALID_OPT_ERR} ${OPTARG} ${REQ_ARG_ERR}" 1>&2;;
+  esac
+done
+shift $((OPTIND-1))
+
+
+#===============================================================================
+# variables
+#===============================================================================
+
+# get the input file name
+input_nopath="${input##*/}"
+input_name="${input_nopath%.*}"
+
+# output file name
+output_default="${input_name}-cutlist-$(date +"%Y-%m-%d-%H-%M-%S").txt"
+
+
+#===============================================================================
+# awk subtract 2nd line from first line - print start and duration
+#===============================================================================
+
+seconds () {
+awk -F. 'NR > 1 {printf("%s%s%s\n"), prev, ",", $0-prev}; {prev = $0}' < "${input}" > "${output:=${output_default}}"
+}
+
+#===============================================================================
+# convert sexagesimal to seconds - and subtract 2nd line from first line
+# convert from seconds back to sexagesimal 
+#===============================================================================
+
+minutes () {
+awk -F: 'NF==3 { printf("%s\n"), ($1 * 3600) + ($2 * 60) + $3 } NF==2 { print ($1 * 60) + $2 } NF==1 { printf("$s\n"), 0 + $1 }' < "${input}" \
+| awk 'NR > 1 {printf("%s%s%s\n"), prev, "\n", $0-prev}; {prev = $0}' \
+| awk -F. 'NF==1 { printf("%02d:%02d:%02d\n"), ($1 / 3600), ($1 % 3600 / 60), ($1 % 60) }\
+NF==2 { printf("%02d:%02d:%02d.%s\n"), ($1 / 3600), ($1 % 3600 / 60), ($1 % 60), ($2) }' \
+| awk '{ORS = NR%2 ? "," : "\n"} 1' > "${output:=${output_default}}"
+}
+
+
+#===============================================================================
+# timecode regex
+#===============================================================================
+
+# grab the first line of the file
+check=$(head -n1 "${input}")
+
+# minutes - match 00:00:00.000
+minutes_regex='^[0-9]{1,2}:[0-9]{2}:[0-9]{2}([.]{1}[0-9]{1,3})?$'
+
+# seconds - match 00:00:00.000
+seconds_regex='^[0-9]{1,8}([.]{1}[0-9]{1,3})?$'
+
+# grep for the minutes
+minutes=$(echo "${check}" | grep -E "${minutes_regex}")
+
+# grep for the seconds
+seconds=$(echo "${check}" | grep -E "${seconds_regex}")
+
+
+#===============================================================================
+# check timecode and run function
+#===============================================================================
+
+if [ -n "${minutes}" ]; then
+  minutes
+elif [ -n "${seconds}" ]; then
+  seconds
+else 
+    usage
+fi
\ No newline at end of file
diff --git "a/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/\320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275.txt" "b/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/\320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275.txt"
new file mode 100644
index 0000000000000000000000000000000000000000..ba28a5087797a67b878e3ea52a735ab7db36948a
--- /dev/null
+++ "b/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/\320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275.txt"	
@@ -0,0 +1,8 @@
+Автоматическое разделение видео на отдельные сцены:
+https://youtube.com/watch?v=nOeaFEHuFyM
+
+Укажите диапазон в видео и разделите на отдельные сцены:
+https://youtube.com/watch?v=SqvDCpWad9M
+
+Шестидесятеричный формат - часы, минуты, секунды:
+https://youtube.com/watch?v=GZgE6fYd_wg
\ No newline at end of file
diff --git "a/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/\320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \321\203\321\201\321\202\320\260\320\275\320\276\320\262\320\272\320\265 ffmpeg \321\201\320\272\321\200\320\270\320\277\321\202\320\276\320\262.txt" "b/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/\320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \321\203\321\201\321\202\320\260\320\275\320\276\320\262\320\272\320\265 ffmpeg \321\201\320\272\321\200\320\270\320\277\321\202\320\276\320\262.txt"
new file mode 100644
index 0000000000000000000000000000000000000000..1be07bb1176bfe4d8481b3c9034fa59957884d95
--- /dev/null
+++ "b/code/NapoleonWils0n. \320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \320\264\320\265\321\202\320\265\320\272\321\202\321\203 \321\201\321\206\320\265\320\275 \321\201 \320\277\320\276\320\274\320\276\321\211\321\214\321\216 ffmpeg/\320\240\321\203\320\272\320\276\320\262\320\276\320\264\321\201\321\202\320\262\320\276 \320\277\320\276 \321\203\321\201\321\202\320\260\320\275\320\276\320\262\320\272\320\265 ffmpeg \321\201\320\272\321\200\320\270\320\277\321\202\320\276\320\262.txt"	
@@ -0,0 +1 @@
+https://www.youtube.com/watch?v=UHshlQvdwcQ
\ No newline at end of file
diff --git a/code/PySceneDetect v0.6.2/Fast cut-scene detection and split video into parts.mp4 b/code/PySceneDetect v0.6.2/Fast cut-scene detection and split video into parts.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..8d2507a6a5200a0a00944600c17b72a23ed14590
--- /dev/null
+++ b/code/PySceneDetect v0.6.2/Fast cut-scene detection and split video into parts.mp4	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c7b65fc49cef3139ec2dff0163c98d8fdf2d153de64ed9567d28a16ba99d578c
+size 11875006
diff --git a/code/PySceneDetect v0.6.2/PySceneDetect.rar b/code/PySceneDetect v0.6.2/PySceneDetect.rar
new file mode 100644
index 0000000000000000000000000000000000000000..b3803120ce45d46e7a5102650c6e17175615a1f4
--- /dev/null
+++ b/code/PySceneDetect v0.6.2/PySceneDetect.rar	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a9f08a0dbc09a120a88140b860647811ac324be48896dda5efd74a93d840460
+size 213486123
diff --git a/code/PySceneDetect v0.6.2/[GUI] SceneChangeDetector/SceneChangeDetector [ChuaN15].rar b/code/PySceneDetect v0.6.2/[GUI] SceneChangeDetector/SceneChangeDetector [ChuaN15].rar
new file mode 100644
index 0000000000000000000000000000000000000000..6a83efa39234aac5135669570c29659cf0d4adac
--- /dev/null
+++ b/code/PySceneDetect v0.6.2/[GUI] SceneChangeDetector/SceneChangeDetector [ChuaN15].rar	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:739f921b72d09a3c9913fe253af3d50099d2d3d942fd76e6b0cb513f391e126f
+size 4621760
diff --git "a/code/PySceneDetect v0.6.2/[GUI] SceneChangeDetector/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt" "b/code/PySceneDetect v0.6.2/[GUI] SceneChangeDetector/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
new file mode 100644
index 0000000000000000000000000000000000000000..91e7d3a2d87c6baf6696fce5fe7bd20e10db247d
--- /dev/null
+++ "b/code/PySceneDetect v0.6.2/[GUI] SceneChangeDetector/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"	
@@ -0,0 +1,3 @@
+SceneChangeDetector разработан с использованием ASP.NET и библиотеки Python PySceneDetect. Он используется для обнаружения смены сцен в видео и автоматического разделения видео на отдельные клипы. Наиболее распространенные варианты его использования включают разделение домашнего видео или других исходных материалов на отдельные сцены, обработку и разделение материалов с камер наблюдения, а также автоматическое обнаружение и удаление рекламы из видеоисточников.
+
+Пользователь сначала загрузит свое видео в систему. Тогда системе обычно требуется несколько минут, чтобы разделить видео на разные сцены. После завершения процесса пользователь получит электронное письмо со ссылкой на видео.
\ No newline at end of file
diff --git "a/code/PySceneDetect v0.6.2/\320\234\320\260\321\202\320\265\321\200\320\270\320\260\320\273\321\213.txt" "b/code/PySceneDetect v0.6.2/\320\234\320\260\321\202\320\265\321\200\320\270\320\260\320\273\321\213.txt"
new file mode 100644
index 0000000000000000000000000000000000000000..cce4fd950fe084c38c31a7b3406f6d36dc638213
--- /dev/null
+++ "b/code/PySceneDetect v0.6.2/\320\234\320\260\321\202\320\265\321\200\320\270\320\260\320\273\321\213.txt"	
@@ -0,0 +1,2 @@
+Обзорная статья автора PySceneDetect на Reddit:
+https://www.reddit.com/r/Python/comments/429y5r/pyscenedetect_video_scene_cut_analysis_with
\ No newline at end of file
diff --git "a/code/PySceneDetect v0.6.2/\320\236\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\320\265 \320\270 \320\272\320\273\320\260\321\201\321\201\320\270\321\204\320\270\320\272\320\260\321\206\320\270\321\217 \320\262\320\270\320\264\320\265\320\276\321\201\321\206\320\265\320\275. PySceneDetect, Places365 \320\270 Mozilla DeepSpeech Engine.docx" "b/code/PySceneDetect v0.6.2/\320\236\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\320\265 \320\270 \320\272\320\273\320\260\321\201\321\201\320\270\321\204\320\270\320\272\320\260\321\206\320\270\321\217 \320\262\320\270\320\264\320\265\320\276\321\201\321\206\320\265\320\275. PySceneDetect, Places365 \320\270 Mozilla DeepSpeech Engine.docx"
new file mode 100644
index 0000000000000000000000000000000000000000..972414fa8847b7a9c9a458e405409814abe60e66
--- /dev/null
+++ "b/code/PySceneDetect v0.6.2/\320\236\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\320\265 \320\270 \320\272\320\273\320\260\321\201\321\201\320\270\321\204\320\270\320\272\320\260\321\206\320\270\321\217 \320\262\320\270\320\264\320\265\320\276\321\201\321\206\320\265\320\275. PySceneDetect, Places365 \320\270 Mozilla DeepSpeech Engine.docx"	
@@ -0,0 +1,3 @@
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diff --git "a/code/PySceneDetect v0.6.2/\320\236\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\320\265 \321\201\320\274\320\265\320\275\321\213 \321\201\321\206\320\265\320\275 \320\275\320\260 Python \320\270 OpenCV/python-scene-detection-tutorial.rar" "b/code/PySceneDetect v0.6.2/\320\236\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\320\265 \321\201\320\274\320\265\320\275\321\213 \321\201\321\206\320\265\320\275 \320\275\320\260 Python \320\270 OpenCV/python-scene-detection-tutorial.rar"
new file mode 100644
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@@ -0,0 +1,10 @@
+Этот репозиторий содержит примеры программ, соответствующие руководству из трех частей по обнаружению изменений сцены в видео с помощью Python и OpenCV, которое можно найти по адресу:
+> Простое определение порога/перехода в черный цвет
+> Оптимизированное/адаптивное пороговое обнаружение
+> Подавление/отмена ложных изменений сцены (скоро!)
+
+Вы можете получить последний пример кода/видео на странице релизов (https://github.com/Breakthrough/python-scene-detection-tutorial/releases).
+
+Всего существует три программы (part1-threshold.py, part2-adaptive.py, [скоро] part3-content-aware.py), соответствующие соответствующей части руководства, ссылка на которое приведена выше. Подробности использования каждой программы можно найти в заголовке комментария к этому файлу.
+
+С этим руководством связана PySceneDetect (https://bcastell.com/projects/PySceneDetect), надежная программа обнаружения сцен на основе OpenCV.
\ No newline at end of file
diff --git "a/code/PySceneDetect v0.6.2/\320\236\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\320\265 \321\201\320\274\320\265\320\275\321\213 \321\201\321\206\320\265\320\275 \320\275\320\260 Python \320\270 OpenCV/\320\247\320\260\321\201\321\202\321\214 1. \320\236\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\320\265 \320\277\320\276\321\200\320\276\320\263\320\260_\320\277\320\265\321\200\320\265\321\205\320\276\320\264\320\260 \320\262 \321\207\321\221\321\200\320\275\321\213\320\271 \321\206\320\262\320\265\321\202.docx" "b/code/PySceneDetect v0.6.2/\320\236\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\320\265 \321\201\320\274\320\265\320\275\321\213 \321\201\321\206\320\265\320\275 \320\275\320\260 Python \320\270 OpenCV/\320\247\320\260\321\201\321\202\321\214 1. \320\236\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\320\265 \320\277\320\276\321\200\320\276\320\263\320\260_\320\277\320\265\321\200\320\265\321\205\320\276\320\264\320\260 \320\262 \321\207\321\221\321\200\320\275\321\213\320\271 \321\206\320\262\320\265\321\202.docx"
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new file mode 100644
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+size 291402
diff --git "a/code/PySceneDetect v0.6.2/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt" "b/code/PySceneDetect v0.6.2/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
new file mode 100644
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@@ -0,0 +1,11 @@
+Софт и библиотека на Python и OpenCV для детекции обрывов/переходов на видео.
+Репозиторий: https://github.com/Breakthrough/PySceneDetect
+
+Как установить:
+pip install scenedetect[opencv] --upgrade
+
+Если нужен серверный (безголовый вариант):
+pip install --upgrade scenedetect[opencv-headless]
+
+---------------------------
+https://scenedetect.com
\ No newline at end of file
diff --git "a/code/PySceneDetect v0.6.2/\320\237\320\276\320\262\321\213\321\210\320\265\320\275\320\270\320\265 \321\215\321\204\321\204\320\265\320\272\321\202\320\270\320\262\320\275\320\276\321\201\321\202\320\270.docx" "b/code/PySceneDetect v0.6.2/\320\237\320\276\320\262\321\213\321\210\320\265\320\275\320\270\320\265 \321\215\321\204\321\204\320\265\320\272\321\202\320\270\320\262\320\275\320\276\321\201\321\202\320\270.docx"
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diff --git a/code/SSCDNet/sscdnet.rar b/code/SSCDNet/sscdnet.rar
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diff --git "a/code/SSCDNet/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt" "b/code/SSCDNet/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
new file mode 100644
index 0000000000000000000000000000000000000000..4ed888ab862f15ffcd43e9ac8843a08474c22379
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+++ "b/code/SSCDNet/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
@@ -0,0 +1,3 @@
+Semantic Scene Change Detection Network (SSCDNet) - официальная реализация Коррелированной сиамской сети обнаружения изменений (CSCDNet) и Сети обнаружения семантических изменений на основе силуэтов (SSCDNet) из научной работы «Слабо контролируемое обнаружение семантических изменений сцены на основе силуэтов» (ICRA2020). (Подготавливаются данные SSDNet и PSCD...)
+
+Этот код был разработан и протестирован с помощью Python v3.6.8, PyTorch v1.0 и CUDA v9.2.
\ No newline at end of file
diff --git "a/code/SSCDNet/\320\241\320\273\320\260\320\261\320\276 \320\272\320\276\320\275\321\202\321\200\320\276\320\273\320\270\321\200\321\203\320\265\320\274\320\276\320\265 \320\276\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\320\265 \321\201\320\265\320\274\320\260\320\275\321\202\320\270\321\207\320\265\321\201\320\272\320\270\321\205 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\320\271 \321\201\321\206\320\265\320\275\321\213 \320\275\320\260 \320\276\321\201\320\275\320\276\320\262\320\265 \321\201\320\270\320\273\321\203\321\215\321\202\320\276\320\262.pdf" "b/code/SSCDNet/\320\241\320\273\320\260\320\261\320\276 \320\272\320\276\320\275\321\202\321\200\320\276\320\273\320\270\321\200\321\203\320\265\320\274\320\276\320\265 \320\276\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\320\265 \321\201\320\265\320\274\320\260\320\275\321\202\320\270\321\207\320\265\321\201\320\272\320\270\321\205 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\320\271 \321\201\321\206\320\265\320\275\321\213 \320\275\320\260 \320\276\321\201\320\275\320\276\320\262\320\265 \321\201\320\270\320\273\321\203\321\215\321\202\320\276\320\262.pdf"
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+size 397709
diff --git a/code/SceneChangeDet/SceneChangeDet.rar b/code/SceneChangeDet/SceneChangeDet.rar
new file mode 100644
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diff --git a/code/SceneChangeDet/models/CMU.pth b/code/SceneChangeDet/models/CMU.pth
new file mode 100644
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diff --git a/code/SceneChangeDet/models/deeplab_v2_voc12.pth b/code/SceneChangeDet/models/deeplab_v2_voc12.pth
new file mode 100644
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diff --git a/code/SceneChangeDet/models/tsunami.pth b/code/SceneChangeDet/models/tsunami.pth
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diff --git "a/code/SceneChangeDet/models/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt" "b/code/SceneChangeDet/models/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
new file mode 100644
index 0000000000000000000000000000000000000000..03813eeec13f32f59bdf15dd356a9e5a62f71c34
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+++ "b/code/SceneChangeDet/models/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
@@ -0,0 +1,5 @@
+> Магистральная* модель deeplabv2, скачайте её и поместите в папку /pretrain
+> Предобученные модели PCD2015 и VL_CMU_CD
+
+---------------------
+* В оригинале: backbone model.
\ No newline at end of file
diff --git "a/code/SceneChangeDet/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt" "b/code/SceneChangeDet/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
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index 0000000000000000000000000000000000000000..e5fa42fc339a56751d720bc2ac8aee49eaa8acda
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+++ "b/code/SceneChangeDet/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
@@ -0,0 +1,3 @@
+Реализация обнаружения в видео изменения сцены на Pytorch.
+
+Репозиторий: https://github.com/gmayday1997/SceneChangeDet
\ No newline at end of file
diff --git "a/code/SceneChangeDet/\320\243\321\207\320\270\320\274\321\201\321\217 \320\270\320\267\320\274\320\265\321\200\321\217\321\202\321\214 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\321\217. \320\237\320\276\320\273\320\275\320\276\321\201\321\202\321\214\321\216 \321\201\320\262\321\221\321\200\321\202\320\276\321\207\320\275\321\213\320\265 \321\201\320\270\320\260\320\274\321\201\320\272\320\270\320\265 \320\274\320\265\321\202\321\200\320\270\321\207\320\265\321\201\320\272\320\270\320\265 \321\201\320\265\321\202\320\270 \320\264\320\273\321\217 \320\276\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\321\217 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\320\271 \321\201\321\206\320\265\320\275\321\213.pdf" "b/code/SceneChangeDet/\320\243\321\207\320\270\320\274\321\201\321\217 \320\270\320\267\320\274\320\265\321\200\321\217\321\202\321\214 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\321\217. \320\237\320\276\320\273\320\275\320\276\321\201\321\202\321\214\321\216 \321\201\320\262\321\221\321\200\321\202\320\276\321\207\320\275\321\213\320\265 \321\201\320\270\320\260\320\274\321\201\320\272\320\270\320\265 \320\274\320\265\321\202\321\200\320\270\321\207\320\265\321\201\320\272\320\270\320\265 \321\201\320\265\321\202\320\270 \320\264\320\273\321\217 \320\276\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\321\217 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\320\271 \321\201\321\206\320\265\320\275\321\213.pdf"
new file mode 100644
index 0000000000000000000000000000000000000000..48d50e3707e32fa24a7ba77b4eaca9838f2bfa12
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+++ "b/code/SceneChangeDet/\320\243\321\207\320\270\320\274\321\201\321\217 \320\270\320\267\320\274\320\265\321\200\321\217\321\202\321\214 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\321\217. \320\237\320\276\320\273\320\275\320\276\321\201\321\202\321\214\321\216 \321\201\320\262\321\221\321\200\321\202\320\276\321\207\320\275\321\213\320\265 \321\201\320\270\320\260\320\274\321\201\320\272\320\270\320\265 \320\274\320\265\321\202\321\200\320\270\321\207\320\265\321\201\320\272\320\270\320\265 \321\201\320\265\321\202\320\270 \320\264\320\273\321\217 \320\276\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\321\217 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\320\271 \321\201\321\206\320\265\320\275\321\213.pdf"	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eeabc5fdbbad893b660a093b51d44c4ccc46508f61d429af7ca582acd35f21a3
+size 2906331
diff --git a/code/SceneChangeDetection [neelarya19]/Scene-Change-Detection.rar b/code/SceneChangeDetection [neelarya19]/Scene-Change-Detection.rar
new file mode 100644
index 0000000000000000000000000000000000000000..8301d8232b94b7da09ca455af8a8f560edab74c9
--- /dev/null
+++ b/code/SceneChangeDetection [neelarya19]/Scene-Change-Detection.rar	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b17cc4a4e8ec4b9da430f3f769ed0e2f448968e90a06ae2175eda93cb468c4bf
+size 38434
diff --git "a/code/SceneChangeDetection [neelarya19]/\320\236\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\320\265 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\321\217 \321\201\321\206\320\265\320\275\321\213.docx" "b/code/SceneChangeDetection [neelarya19]/\320\236\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\320\265 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\321\217 \321\201\321\206\320\265\320\275\321\213.docx"
new file mode 100644
index 0000000000000000000000000000000000000000..8ec0d8be5a14cce6657c306977529981602e8b0a
Binary files /dev/null and "b/code/SceneChangeDetection [neelarya19]/\320\236\320\261\320\275\320\260\321\200\321\203\320\266\320\265\320\275\320\270\320\265 \320\270\320\267\320\274\320\265\320\275\320\265\320\275\320\270\321\217 \321\201\321\206\320\265\320\275\321\213.docx" differ
diff --git "a/code/SceneChangeDetection [neelarya19]/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt" "b/code/SceneChangeDetection [neelarya19]/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
new file mode 100644
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@@ -0,0 +1 @@
+Алгоритм обнаружения видеосцен предназначен для обнаружения множества различных сцен в видео. Существует очень простое определение "сцены": это серия логически и хронологически связанных кадров, снятых в определенном порядке для изображения общей концепции или истории.
\ No newline at end of file
diff --git "a/code/SceneChangeDetection [neelarya19]/\320\236\321\202\321\207\321\221\321\202 \320\277\320\276 \320\270\320\275\320\275\320\276\320\262\320\260\321\206\320\270\320\276\320\275\320\275\320\276\320\274\321\203 \320\277\321\200\320\276\320\265\320\272\321\202\321\203. EC412 \320\234\320\260\321\210\320\270\320\275\320\275\320\276\320\265 \320\276\320\261\321\203\321\207\320\265\320\275\320\270\320\265. Scene change detection.pdf" "b/code/SceneChangeDetection [neelarya19]/\320\236\321\202\321\207\321\221\321\202 \320\277\320\276 \320\270\320\275\320\275\320\276\320\262\320\260\321\206\320\270\320\276\320\275\320\275\320\276\320\274\321\203 \320\277\321\200\320\276\320\265\320\272\321\202\321\203. EC412 \320\234\320\260\321\210\320\270\320\275\320\275\320\276\320\265 \320\276\320\261\321\203\321\207\320\265\320\275\320\270\320\265. Scene change detection.pdf"
new file mode 100644
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+++ "b/code/SceneChangeDetection [neelarya19]/\320\236\321\202\321\207\321\221\321\202 \320\277\320\276 \320\270\320\275\320\275\320\276\320\262\320\260\321\206\320\270\320\276\320\275\320\275\320\276\320\274\321\203 \320\277\321\200\320\276\320\265\320\272\321\202\321\203. EC412 \320\234\320\260\321\210\320\270\320\275\320\275\320\276\320\265 \320\276\320\261\321\203\321\207\320\265\320\275\320\270\320\265. Scene change detection.pdf"	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1134108ac646cbbac09ab48e4bebd069b63d97b807c4772406e838ca3d54d91b
+size 1952214
diff --git a/code/SceneChangeDetection [sandeepnmenon]/Scene-Change-Detection (sandeepnmenon).rar b/code/SceneChangeDetection [sandeepnmenon]/Scene-Change-Detection (sandeepnmenon).rar
new file mode 100644
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+++ b/code/SceneChangeDetection [sandeepnmenon]/Scene-Change-Detection (sandeepnmenon).rar	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5cd3ecf41c2da1d088c238effc2838c5ba2ac1c20140dad75f59be5d09c28449
+size 978259
diff --git "a/code/SceneChangeDetection [sandeepnmenon]/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt" "b/code/SceneChangeDetection [sandeepnmenon]/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
new file mode 100644
index 0000000000000000000000000000000000000000..6a081f2e19a9bc6c2d4d12d0c5500562f0dc9ac2
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+++ "b/code/SceneChangeDetection [sandeepnmenon]/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"	
@@ -0,0 +1,4 @@
+Обнаруживает изменение сцены в видеофайле.
+
+Как использовать:
+python SceneChangeDetection <video filename>
\ No newline at end of file
diff --git "a/code/SceneChangeDetectionNet [\320\223\320\273\320\265\320\261 \320\232\321\203\320\267\321\214\320\274\320\270\320\275]/SceneChangeDetectionNet.rar" "b/code/SceneChangeDetectionNet [\320\223\320\273\320\265\320\261 \320\232\321\203\320\267\321\214\320\274\320\270\320\275]/SceneChangeDetectionNet.rar"
new file mode 100644
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bbc5dbb0e30326fc2519a8211b87ab53d3804adaf4fa5500047e5f92daf3ee7
+size 565841
diff --git "a/code/SceneChangeDetectionNet [\320\223\320\273\320\265\320\261 \320\232\321\203\320\267\321\214\320\274\320\270\320\275]/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt" "b/code/SceneChangeDetectionNet [\320\223\320\273\320\265\320\261 \320\232\321\203\320\267\321\214\320\274\320\270\320\275]/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
new file mode 100644
index 0000000000000000000000000000000000000000..61064e1124494cc8de0210867872fbaa14234887
--- /dev/null
+++ "b/code/SceneChangeDetectionNet [\320\223\320\273\320\265\320\261 \320\232\321\203\320\267\321\214\320\274\320\270\320\275]/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"	
@@ -0,0 +1 @@
+Сиамская нейронная сеть для поиска различий между двумя картинками.
\ No newline at end of file
diff --git a/code/SceneCutExtractor/forks/scenecut-extractor [JungtaeKim].rar b/code/SceneCutExtractor/forks/scenecut-extractor [JungtaeKim].rar
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@@ -0,0 +1,3 @@
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+oid sha256:5df3df0bbda47fa8debfe9568ca4cf456551873752dd4f12666d5a6b550fa8fc
+size 61824
diff --git a/code/SceneCutExtractor/forks/scenecut-extractor [yinhaoyun].rar b/code/SceneCutExtractor/forks/scenecut-extractor [yinhaoyun].rar
new file mode 100644
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+++ b/code/SceneCutExtractor/forks/scenecut-extractor [yinhaoyun].rar	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ce62e903b717d221630752dc36af45f7f3be13c4a917db708d5e02ac5a48bfc
+size 37633
diff --git "a/code/SceneCutExtractor/forks/\320\230\320\267\320\274\320\265\320\275\320\265\320\275\320\270\321\217 \320\270 \321\203\320\273\321\203\321\207\321\210\320\265\320\275\320\270\321\217.txt" "b/code/SceneCutExtractor/forks/\320\230\320\267\320\274\320\265\320\275\320\265\320\275\320\270\321\217 \320\270 \321\203\320\273\321\203\321\207\321\210\320\265\320\275\320\270\321\217.txt"
new file mode 100644
index 0000000000000000000000000000000000000000..4ae8c3e3b9864ae8653a6a088a3137173bad8daa
--- /dev/null
+++ "b/code/SceneCutExtractor/forks/\320\230\320\267\320\274\320\265\320\275\320\265\320\275\320\270\321\217 \320\270 \321\203\320\273\321\203\321\207\321\210\320\265\320\275\320\270\321\217.txt"	
@@ -0,0 +1,6 @@
+Форк https://github.com/yinhaoyun/scenecut-extractor (есть фиксы, но отстаёт на 42 коммита)
+* Fix CSV format IndexError when no data
+* Fix ffmpeg path problem on Windows platform
+
+Форк https://github.com/knightkjt/scenecut-extractor (не обозначен как форк):
+???
\ No newline at end of file
diff --git a/code/SceneCutExtractor/scenecut-extractor.rar b/code/SceneCutExtractor/scenecut-extractor.rar
new file mode 100644
index 0000000000000000000000000000000000000000..b9ae3f020997bd5a3138a27efbdab33300cba3a6
--- /dev/null
+++ b/code/SceneCutExtractor/scenecut-extractor.rar
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a2434e37883ab8c6e53ddaf2413deb48aeed296c7656bbfa95dee0bbde8bec3
+size 174012
diff --git "a/code/SceneCutExtractor/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt" "b/code/SceneCutExtractor/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
new file mode 100644
index 0000000000000000000000000000000000000000..03c5d43c4a8ed7ed19d7f904685c53eb1abef86f
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+++ "b/code/SceneCutExtractor/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
@@ -0,0 +1,7 @@
+Извлечение сцен из видеофайлов с помощью ffmpeg.
+
+* * *
+
+Извлекайте кадры сцен из видеофайлов с помощью ffmpeg. Этот инструмент использует фильтр select [https://ffmpeg.org/ffmpeg-filters.html#select_002c-aselect] для определения вероятности перехода сцен в соседние кадры и позволяет пользователям определять, в каких кадрах (или в какие временные метки) происходит переход сцен.
+
+Примечание: В предыдущих версиях устанавливался исполняемый файл scenecut_extractor. Чтобы гармонизировать его с другими инструментами, теперь исполняемый файл называется scenecut-extractor. Убедитесь, что вы удалили старый исполняемый файл (например, запустите which scenecut_extractor и удалите файл).
\ No newline at end of file
diff --git "a/code/VideoSceneInventory/(\320\275\320\260 \321\200\321\203\321\201\321\201\320\272\320\276\320\274) \320\264\320\265\320\274\320\276 \320\262\320\270\320\264\320\265\320\276.mp4" "b/code/VideoSceneInventory/(\320\275\320\260 \321\200\321\203\321\201\321\201\320\272\320\276\320\274) \320\264\320\265\320\274\320\276 \320\262\320\270\320\264\320\265\320\276.mp4"
new file mode 100644
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+version https://git-lfs.github.com/spec/v1
+oid sha256:2b3881efd8ea6e5f9d4ef07f3c9d8ddf2e06747b19a58171aef74a70cf36bca7
+size 26964671
diff --git a/code/VideoSceneInventory/video-scene-inventory [chok68].rar b/code/VideoSceneInventory/video-scene-inventory [chok68].rar
new file mode 100644
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+++ b/code/VideoSceneInventory/video-scene-inventory [chok68].rar	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:675c865649c8552a85f7c4eda35dbeeb68d1fe823835563c6166e2f40d25cfeb
+size 125016480
diff --git "a/code/VideoSceneInventory/\320\224\320\265\320\274\320\276-\320\262\320\270\320\264\320\265\320\276.txt" "b/code/VideoSceneInventory/\320\224\320\265\320\274\320\276-\320\262\320\270\320\264\320\265\320\276.txt"
new file mode 100644
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+++ "b/code/VideoSceneInventory/\320\224\320\265\320\274\320\276-\320\262\320\270\320\264\320\265\320\276.txt"
@@ -0,0 +1 @@
+https://youtube.com/watch?v=I7otHS4EbDU
\ No newline at end of file
diff --git "a/code/VideoSceneInventory/\320\227\320\260\320\262\320\270\321\201\320\270\320\274\320\276\321\201\321\202\320\270.txt" "b/code/VideoSceneInventory/\320\227\320\260\320\262\320\270\321\201\320\270\320\274\320\276\321\201\321\202\320\270.txt"
new file mode 100644
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+++ "b/code/VideoSceneInventory/\320\227\320\260\320\262\320\270\321\201\320\270\320\274\320\276\321\201\321\202\320\270.txt"
@@ -0,0 +1,16 @@
+tensorflow
+numpy
+scipy
+click
+tqdm
+opencv-python
+Pillow
+keras
+pandas
+h5py
+statistics
+matplotlib
+cython
+scikit-image
+imgaug
+IPython
\ No newline at end of file
diff --git "a/code/VideoSceneInventory/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt" "b/code/VideoSceneInventory/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
new file mode 100644
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--- /dev/null
+++ "b/code/VideoSceneInventory/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
@@ -0,0 +1,12 @@
+Принимает видео в качестве входных данных и обнаруживает изменения сцены. Анализируйте изображение сцены, чтобы автоматически определить место (пустыня, природа, комната и т.д.). Обнаружение людей и объектов на изображении сцены (показ форм и области интереса (области интереса)).
+
+* * *
+
+Это CLI-утилита на Python v3.6, принимающая видео в качестве входных данных и показывающая информацию:
+> Обнаружение изменения сцены
+> Обстановка – Где мы? (Классификатор изображений, сообщающий, где мы находимся, что видим: пустыню, природу, комнату и т.д.)
+> Экспозиция – Необходимая информация. Быстро и умно (обнаружение и подсчет объектов: человек, автомобиль, самолет и т.д.)
+
+ТРЕБОВАНИЯ
+
+Инструменты сборки Microsoft Visual C++ для COCO API (см. https://github.com/philferriere/cocoapi)
\ No newline at end of file
diff --git a/datasets/MtS-WH-Dataset/MtS-WH.zip b/datasets/MtS-WH-Dataset/MtS-WH.zip
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+++ b/datasets/MtS-WH-Dataset/MtS-WH.zip
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2fefb21931e8ff57a308c7b180306430f87b4b546b387ccaef1baa430e97d1e6
+size 452086715
diff --git a/datasets/MtS-WH-Dataset/desktop.ini b/datasets/MtS-WH-Dataset/desktop.ini
new file mode 100644
index 0000000000000000000000000000000000000000..8b522be8e9657be6054440b32ea250e73d879bd3
--- /dev/null
+++ b/datasets/MtS-WH-Dataset/desktop.ini
@@ -0,0 +1,2 @@
+[.ShellClassInfo]
+IconResource=C:\Windows\System32\SHELL32.dll,19
diff --git "a/datasets/MtS-WH-Dataset/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265 \320\275\320\260\320\261\320\276\321\200\320\260 \320\264\320\260\320\275\320\275\321\213\321\205.txt" "b/datasets/MtS-WH-Dataset/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265 \320\275\320\260\320\261\320\276\321\200\320\260 \320\264\320\260\320\275\320\275\321\213\321\205.txt"
new file mode 100644
index 0000000000000000000000000000000000000000..1a385d1f66c08bebc401caea277771f4ebcaff2c
--- /dev/null
+++ "b/datasets/MtS-WH-Dataset/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265 \320\275\320\260\320\261\320\276\321\200\320\260 \320\264\320\260\320\275\320\275\321\213\321\205.txt"	
@@ -0,0 +1,12 @@
+Набор данных о многотемпературных сценах в Ухане (MtS-WH) в основном используется для теоретических исследований и проверки методов обнаружения изменений сцены. Обнаружение изменения сцены — это обнаружение и анализ изменений землепользования на определенной территории на семантическом уровне сцены.
+
+Этот набор данных состоит из двух больших изображений VHR размером 7200x6000, полученных датчиками IKONOS соответственно в феврале 2002 и июне 2009. Изображения охватывают район Ханьян города Ухань (Китай) и содержат 4 спектральных диапазона (синий, зеленый, красный и ближний инфракрасный диапазон). Пространственное разрешение изображений составляет 1 м после слияния по алгоритму Грама-Шмидта.
+
+Для каждого изображения большого размера мы создали 190 изображений сцен в качестве обучающего набора и 1920 изображений в качестве тестового набора. Эти изображения помечены как следующие классы:
+1-parking                2-water             
+3-sparse houses          4-dense houses      
+5-residential region     6-idle region       
+7-vegetation region      8-industrial region 
+0-undefined (Not Used)
+
+Примечание: 0-undefined представляет изображения сцены, на которых трудно различить классы землепользования и которые не участвуют в оценке точности.
\ No newline at end of file
diff --git "a/datasets/MtS-WH-Dataset/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt" "b/datasets/MtS-WH-Dataset/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
new file mode 100644
index 0000000000000000000000000000000000000000..10e2f07fc2007400e006e40764e2b06104138f30
--- /dev/null
+++ "b/datasets/MtS-WH-Dataset/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
@@ -0,0 +1 @@
+Многовременной набор данных сцены для обнаружения изменения сцены.
\ No newline at end of file
diff --git "a/datasets/MtS-WH-Dataset/\320\241\320\260\320\271\321\202 \320\263\321\200\321\203\320\277\320\277\321\213 \321\200\320\260\320\267\321\200\320\260\320\261\320\276\321\202\320\272\320\270.txt" "b/datasets/MtS-WH-Dataset/\320\241\320\260\320\271\321\202 \320\263\321\200\321\203\320\277\320\277\321\213 \321\200\320\260\320\267\321\200\320\260\320\261\320\276\321\202\320\272\320\270.txt"
new file mode 100644
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@@ -0,0 +1 @@
+http://sigma.whu.edu.cn/resource.php
\ No newline at end of file
diff --git a/datasets/PC(S)D & TSUNAMI/TSUNAMI.zip b/datasets/PC(S)D & TSUNAMI/TSUNAMI.zip
new file mode 100644
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+oid sha256:3589bd3f33209bc197c727d1541ec1a8a55650f6ffadcda5c39f76b28968f911
+size 16158477
diff --git a/datasets/PC(S)D & TSUNAMI/desktop.ini b/datasets/PC(S)D & TSUNAMI/desktop.ini
new file mode 100644
index 0000000000000000000000000000000000000000..8b522be8e9657be6054440b32ea250e73d879bd3
--- /dev/null
+++ b/datasets/PC(S)D & TSUNAMI/desktop.ini	
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+[.ShellClassInfo]
+IconResource=C:\Windows\System32\SHELL32.dll,19
diff --git "a/datasets/PC(S)D & TSUNAMI/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt" "b/datasets/PC(S)D & TSUNAMI/\320\236\320\277\320\270\321\201\320\260\320\275\320\270\320\265.txt"
new file mode 100644
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@@ -0,0 +1,3 @@
+PCD: панорамный датасет для обнаружения изменений
+https://kensakurada.github.io/pcd_dataset.html
+https://kensakurada.github.io/pscd/index.html
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new file mode 100644
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+++ "b/datasets/\320\237\321\200\320\270\320\274\320\265\321\200 SCD \320\270\320\267 \320\275\320\260\320\261\320\276\321\200\320\260 \320\264\320\260\320\275\320\275\321\213\321\205 ChangeSim.gif"	
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diff --git a/description.txt b/description.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3db492cc8bb64f9e15b614b70dfe631b32e57171
--- /dev/null
+++ b/description.txt
@@ -0,0 +1,5 @@
+Обнаружение изменения сцены (SCD) относится к задаче локализации изменений и идентификации категорий изменений для двух сцен, где две сцены сняты в одном и том же месте с разницей во времени. Часто сцена, снятая первой, называется эталонной сценой [reference scene] (снятой в момент t0), а сцена снятая позже называется сценой запроса [query scene] (снятой в момент t1). Сцена может представлять собой изображение RGB (+D), видео или 3D-реконструкцию (облако точек, point cloud). Если сцена представляет собой изображение, SCD — это форма прогнозирования на уровне пикселей, поскольку каждый пиксель изображения классифицируется в соответствии с категорией. С другой стороны, если сцена представляет собой облако точек, SCD является формой прогнозирования на уровне точек, поскольку каждая точка в облаке классифицируется в соответствии с категорией.
+
+Обнаруживая изменения сцены, модели должны отличать целевые изменения (измененные объекты) от нецелевых изменений, т.е. изменений окружающей среды (пониженного освещения).
+
+Источник: https://github.com/chickenbestlover/awesome-scene-change-detections
\ No newline at end of file
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