diff --git a/DanbooruTagger/example.py b/DanbooruTagger/example.py
new file mode 100644
index 0000000..18fa74d
--- /dev/null
+++ b/DanbooruTagger/example.py
@@ -0,0 +1,3 @@
+from deepdanbooru_onnx import DeepDanbooru
+danbooru = DeepDanbooru()
+print(danbooru("/run/media/philipp/20404acc-312c-44f2-b2d1-3a0a14257cc6/.Media/porn/00244-3145022840.png"))
diff --git a/LLavaTagger/requirements.txt b/LLavaTagger/requirements.txt
deleted file mode 100644
index ada4970..0000000
--- a/LLavaTagger/requirements.txt
+++ /dev/null
@@ -1,11 +0,0 @@
-accelerate==0.29.0
-bitsandbytes
-huggingface-hub==0.22.2
-ninja==1.11.1.1
-safetensors==0.4.2
-tokenizers==0.15.2
-transformers
-pytorch
-opencv-python
-numpy
-tqdm
diff --git a/PersonDatasetAssembler/PersonDatasetAssembler.py b/PersonDatasetAssembler/PersonDatasetAssembler.py
index 8b365a5..c720547 100755
--- a/PersonDatasetAssembler/PersonDatasetAssembler.py
+++ b/PersonDatasetAssembler/PersonDatasetAssembler.py
@@ -1,24 +1,4 @@
 #!/bin/python3
-
-# PersonDatasetAssembler - A tool to assmble images of a specific person from a
-# directory of images or from a video file
-# Copyright (C) 2024 Carl Philipp Klemm
-#
-# This file is part of PersonDatasetAssembler.
-#
-# PersonDatasetAssembler is free software: you can redistribute it and/or modify
-# it under the terms of the GNU General Public License as published by
-# the Free Software Foundation, either version 3 of the License, or
-# (at your option) any later version.
-#
-# PersonDatasetAssembler is distributed in the hope that it will be useful,
-# but WITHOUT ANY WARRANTY; without even the implied warranty of
-# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-# GNU General Public License for more details.
-#
-# You should have received a copy of the GNU General Public License
-# along with PersonDatasetAssembler.  If not, see <http://www.gnu.org/licenses/>.
-
 import argparse
 import os
 from typing import Iterator
diff --git a/SmartCrop/facerecognizer.cpp b/SmartCrop/facerecognizer.cpp
index 623bfb2..3caddae 100644
--- a/SmartCrop/facerecognizer.cpp
+++ b/SmartCrop/facerecognizer.cpp
@@ -1,23 +1,3 @@
-//
-// SmartCrop - A tool for content aware croping of images
-// Copyright (C) 2024 Carl Philipp Klemm
-//
-// This file is part of SmartCrop.
-//
-// SmartCrop is free software: you can redistribute it and/or modify
-// it under the terms of the GNU General Public License as published by
-// the Free Software Foundation, either version 3 of the License, or
-// (at your option) any later version.
-//
-// SmartCrop is distributed in the hope that it will be useful,
-// but WITHOUT ANY WARRANTY; without even the implied warranty of
-// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-// GNU General Public License for more details.
-//
-// You should have received a copy of the GNU General Public License
-// along with SmartCrop.  If not, see <http://www.gnu.org/licenses/>.
-//
-
 #include "facerecognizer.h"
 #include <filesystem>
 
diff --git a/SmartCrop/facerecognizer.h b/SmartCrop/facerecognizer.h
index 8b28613..b8d818d 100644
--- a/SmartCrop/facerecognizer.h
+++ b/SmartCrop/facerecognizer.h
@@ -1,22 +1,3 @@
-/* * SmartCrop - A tool for content aware croping of images
- * Copyright (C) 2024 Carl Philipp Klemm
- *
- * This file is part of SmartCrop.
- *
- * SmartCrop is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * SmartCrop is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with SmartCrop.  If not, see <http://www.gnu.org/licenses/>.
- */
-
 #pragma once
 #include <exception>
 #include <opencv2/core/mat.hpp>
diff --git a/SmartCrop/incbin.h b/SmartCrop/incbin.h
index 502862f..3f662e1 100644
--- a/SmartCrop/incbin.h
+++ b/SmartCrop/incbin.h
@@ -1,22 +1,3 @@
-/* * SmartCrop - A tool for content aware croping of images
- * Copyright (C) 2024 Carl Philipp Klemm
- *
- * This file is part of SmartCrop.
- *
- * SmartCrop is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * SmartCrop is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with SmartCrop.  If not, see <http://www.gnu.org/licenses/>.
- */
-
 /**
  * @file incbin.h
  * @author Dale Weiler
diff --git a/SmartCrop/intelligentroi.cpp b/SmartCrop/intelligentroi.cpp
index 394509c..ddb4606 100644
--- a/SmartCrop/intelligentroi.cpp
+++ b/SmartCrop/intelligentroi.cpp
@@ -1,23 +1,3 @@
-//
-// SmartCrop - A tool for content aware croping of images
-// Copyright (C) 2024 Carl Philipp Klemm
-//
-// This file is part of SmartCrop.
-//
-// SmartCrop is free software: you can redistribute it and/or modify
-// it under the terms of the GNU General Public License as published by
-// the Free Software Foundation, either version 3 of the License, or
-// (at your option) any later version.
-//
-// SmartCrop is distributed in the hope that it will be useful,
-// but WITHOUT ANY WARRANTY; without even the implied warranty of
-// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-// GNU General Public License for more details.
-//
-// You should have received a copy of the GNU General Public License
-// along with SmartCrop.  If not, see <http://www.gnu.org/licenses/>.
-//
-
 #include "intelligentroi.h"
 
 #include <opencv2/imgproc.hpp>
diff --git a/SmartCrop/intelligentroi.h b/SmartCrop/intelligentroi.h
index 0cbb00b..188cd9e 100644
--- a/SmartCrop/intelligentroi.h
+++ b/SmartCrop/intelligentroi.h
@@ -1,22 +1,3 @@
-/* * SmartCrop - A tool for content aware croping of images
- * Copyright (C) 2024 Carl Philipp Klemm
- *
- * This file is part of SmartCrop.
- *
- * SmartCrop is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * SmartCrop is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with SmartCrop.  If not, see <http://www.gnu.org/licenses/>.
- */
-
 #pragma once
 
 #include <opencv2/imgproc.hpp>
diff --git a/SmartCrop/main.cpp b/SmartCrop/main.cpp
index c90fd00..d659181 100644
--- a/SmartCrop/main.cpp
+++ b/SmartCrop/main.cpp
@@ -1,23 +1,3 @@
-//
-// SmartCrop - A tool for content aware croping of images
-// Copyright (C) 2024 Carl Philipp Klemm
-//
-// This file is part of SmartCrop.
-//
-// SmartCrop is free software: you can redistribute it and/or modify
-// it under the terms of the GNU General Public License as published by
-// the Free Software Foundation, either version 3 of the License, or
-// (at your option) any later version.
-//
-// SmartCrop is distributed in the hope that it will be useful,
-// but WITHOUT ANY WARRANTY; without even the implied warranty of
-// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-// GNU General Public License for more details.
-//
-// You should have received a copy of the GNU General Public License
-// along with SmartCrop.  If not, see <http://www.gnu.org/licenses/>.
-//
-
 #include <filesystem>
 #include <iostream>
 #include <opencv2/core.hpp>
@@ -450,7 +430,7 @@ int main(int argc, char* argv[])
 	std::vector<std::thread> threads;
 	std::vector<std::vector<std::filesystem::path>> imagePathParts = splitVector(imagePaths, std::thread::hardware_concurrency());
 
-	for(size_t i = 0; i < imagePathParts.size(); ++i)
+	for(size_t i = 0; i < std::thread::hardware_concurrency(); ++i)
 		threads.push_back(std::thread(threadFn, imagePathParts[i], std::ref(config),  recognizer, std::ref(recognizerMutex), std::ref(debugOutputPath)));
 
 	for(std::thread& thread : threads)
diff --git a/SmartCrop/options.h b/SmartCrop/options.h
index 38c2840..2d2aad7 100644
--- a/SmartCrop/options.h
+++ b/SmartCrop/options.h
@@ -1,22 +1,3 @@
-/* * SmartCrop - A tool for content aware croping of images
- * Copyright (C) 2024 Carl Philipp Klemm
- *
- * This file is part of SmartCrop.
- *
- * SmartCrop is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * SmartCrop is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with SmartCrop.  If not, see <http://www.gnu.org/licenses/>.
- */
-
 #pragma once
 #include <string>
 #include <vector>
diff --git a/SmartCrop/readfile.h b/SmartCrop/readfile.h
index a6f61be..0196a0a 100644
--- a/SmartCrop/readfile.h
+++ b/SmartCrop/readfile.h
@@ -1,22 +1,3 @@
-/* * SmartCrop - A tool for content aware croping of images
- * Copyright (C) 2024 Carl Philipp Klemm
- *
- * This file is part of SmartCrop.
- *
- * SmartCrop is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * SmartCrop is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with SmartCrop.  If not, see <http://www.gnu.org/licenses/>.
- */
-
 #pragma once
 #include <string>
 #include <filesystem>
diff --git a/SmartCrop/seamcarving.cpp b/SmartCrop/seamcarving.cpp
index fab719c..dabd0f1 100644
--- a/SmartCrop/seamcarving.cpp
+++ b/SmartCrop/seamcarving.cpp
@@ -1,23 +1,3 @@
-//
-// SmartCrop - A tool for content aware croping of images
-// Copyright (C) 2024 Carl Philipp Klemm
-//
-// This file is part of SmartCrop.
-//
-// SmartCrop is free software: you can redistribute it and/or modify
-// it under the terms of the GNU General Public License as published by
-// the Free Software Foundation, either version 3 of the License, or
-// (at your option) any later version.
-//
-// SmartCrop is distributed in the hope that it will be useful,
-// but WITHOUT ANY WARRANTY; without even the implied warranty of
-// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-// GNU General Public License for more details.
-//
-// You should have received a copy of the GNU General Public License
-// along with SmartCrop.  If not, see <http://www.gnu.org/licenses/>.
-//
-
 #include "seamcarving.h"
 
 #include <opencv2/imgcodecs.hpp>
diff --git a/SmartCrop/seamcarving.h b/SmartCrop/seamcarving.h
index e306694..c4b61a9 100644
--- a/SmartCrop/seamcarving.h
+++ b/SmartCrop/seamcarving.h
@@ -1,22 +1,3 @@
-/* * SmartCrop - A tool for content aware croping of images
- * Copyright (C) 2024 Carl Philipp Klemm
- *
- * This file is part of SmartCrop.
- *
- * SmartCrop is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * SmartCrop is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with SmartCrop.  If not, see <http://www.gnu.org/licenses/>.
- */
-
 #pragma once
 
 #include <opencv2/core/core.hpp>
diff --git a/SmartCrop/tokenize.cpp b/SmartCrop/tokenize.cpp
index c565fc2..af8509b 100644
--- a/SmartCrop/tokenize.cpp
+++ b/SmartCrop/tokenize.cpp
@@ -1,23 +1,3 @@
-//
-// SmartCrop - A tool for content aware croping of images
-// Copyright (C) 2024 Carl Philipp Klemm
-//
-// This file is part of SmartCrop.
-//
-// SmartCrop is free software: you can redistribute it and/or modify
-// it under the terms of the GNU General Public License as published by
-// the Free Software Foundation, either version 3 of the License, or
-// (at your option) any later version.
-//
-// SmartCrop is distributed in the hope that it will be useful,
-// but WITHOUT ANY WARRANTY; without even the implied warranty of
-// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-// GNU General Public License for more details.
-//
-// You should have received a copy of the GNU General Public License
-// along with SmartCrop.  If not, see <http://www.gnu.org/licenses/>.
-//
-
 #include "tokenize.h"
 
 
diff --git a/SmartCrop/tokenize.h b/SmartCrop/tokenize.h
index 85d7321..6641e5e 100644
--- a/SmartCrop/tokenize.h
+++ b/SmartCrop/tokenize.h
@@ -1,22 +1,3 @@
-/* * SmartCrop - A tool for content aware croping of images
- * Copyright (C) 2024 Carl Philipp Klemm
- *
- * This file is part of SmartCrop.
- *
- * SmartCrop is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * SmartCrop is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with SmartCrop.  If not, see <http://www.gnu.org/licenses/>.
- */
-
 #pragma once
 
 #include <string>
diff --git a/SmartCrop/utils.cpp b/SmartCrop/utils.cpp
index b9b1104..65b2fdb 100644
--- a/SmartCrop/utils.cpp
+++ b/SmartCrop/utils.cpp
@@ -1,23 +1,3 @@
-//
-// SmartCrop - A tool for content aware croping of images
-// Copyright (C) 2024 Carl Philipp Klemm
-//
-// This file is part of SmartCrop.
-//
-// SmartCrop is free software: you can redistribute it and/or modify
-// it under the terms of the GNU General Public License as published by
-// the Free Software Foundation, either version 3 of the License, or
-// (at your option) any later version.
-//
-// SmartCrop is distributed in the hope that it will be useful,
-// but WITHOUT ANY WARRANTY; without even the implied warranty of
-// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-// GNU General Public License for more details.
-//
-// You should have received a copy of the GNU General Public License
-// along with SmartCrop.  If not, see <http://www.gnu.org/licenses/>.
-//
-
 #include "utils.h"
 
 #include <filesystem>
diff --git a/SmartCrop/utils.h b/SmartCrop/utils.h
index ea13523..33a88df 100644
--- a/SmartCrop/utils.h
+++ b/SmartCrop/utils.h
@@ -1,22 +1,3 @@
-/* * SmartCrop - A tool for content aware croping of images
- * Copyright (C) 2024 Carl Philipp Klemm
- *
- * This file is part of SmartCrop.
- *
- * SmartCrop is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * SmartCrop is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with SmartCrop.  If not, see <http://www.gnu.org/licenses/>.
- */
-
 #pragma once
 
 #include <filesystem>
diff --git a/SmartCrop/yolo.cpp b/SmartCrop/yolo.cpp
index 531df96..cc32b89 100644
--- a/SmartCrop/yolo.cpp
+++ b/SmartCrop/yolo.cpp
@@ -1,23 +1,3 @@
-//
-// SmartCrop - A tool for content aware croping of images
-// Copyright (C) 2024 Carl Philipp Klemm
-//
-// This file is part of SmartCrop.
-//
-// SmartCrop is free software: you can redistribute it and/or modify
-// it under the terms of the GNU General Public License as published by
-// the Free Software Foundation, either version 3 of the License, or
-// (at your option) any later version.
-//
-// SmartCrop is distributed in the hope that it will be useful,
-// but WITHOUT ANY WARRANTY; without even the implied warranty of
-// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-// GNU General Public License for more details.
-//
-// You should have received a copy of the GNU General Public License
-// along with SmartCrop.  If not, see <http://www.gnu.org/licenses/>.
-//
-
 #include <opencv2/dnn/dnn.hpp>
 #include <algorithm>
 #include <string>
diff --git a/SmartCrop/yolo.h b/SmartCrop/yolo.h
index 2977b99..8241f9a 100644
--- a/SmartCrop/yolo.h
+++ b/SmartCrop/yolo.h
@@ -1,22 +1,3 @@
-/* * SmartCrop - A tool for content aware croping of images
- * Copyright (C) 2024 Carl Philipp Klemm
- *
- * This file is part of SmartCrop.
- *
- * SmartCrop is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * SmartCrop is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with SmartCrop.  If not, see <http://www.gnu.org/licenses/>.
- */
-
 #pragma once
 
 #include <fstream>