init

.gitignore

+.venv
+.venv\Lib\site-packages
\ No newline at end of file

delete_images.ipynb

+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import random\n",
+    "\n",
+    "# Pfad zum Ordner, in dem sich die zu löschenden Dateien befinden\n",
+    "folder_path = \"D:/Studium/Masterarbeit/Einarbeitung/Codebeispiele/detecting_anomalies/data/cell_images/parasitized\"\n",
+    "\n",
+    "# Liste der Dateinamen im Ordner\n",
+    "file_list = os.listdir(folder_path)\n",
+    "\n",
+    "# Anzahl der Dateien, die Sie löschen möchten\n",
+    "num_files_to_delete = 0\n",
+    "\n",
+    "# Zufällige Auswahl der Dateien zum Löschen\n",
+    "files_to_delete = random.sample(file_list, num_files_to_delete)\n",
+    "\n",
+    "# Schleife zum Löschen der ausgewählten Dateien\n",
+    "for file_name in files_to_delete:\n",
+    "    file_path = os.path.join(folder_path, file_name)\n",
+    "    os.remove(file_path)\n",
+    "    print(f\"Datei {file_name} wurde gelöscht.\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": ".venv",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.4"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

requirements.txt

+absl-py==1.4.0
+asttokens==2.2.1
+astunparse==1.6.3
+backcall==0.2.0
+cachetools==5.3.1
+certifi==2023.7.22
+charset-normalizer==3.2.0
+colorama==0.4.6
+comm==0.1.3
+contourpy==1.1.0
+cycler==0.11.0
+debugpy==1.6.7
+decorator==5.1.1
+executing==1.2.0
+flatbuffers==23.5.26
+fonttools==4.41.1
+gast==0.4.0
+google-auth==2.22.0
+google-auth-oauthlib==1.0.0
+google-pasta==0.2.0
+grpcio==1.56.2
+h5py==3.9.0
+idna==3.4
+imageio==2.31.1
+ipykernel==6.25.0
+ipython==8.14.0
+jedi==0.18.2
+jupyter_client==8.3.0
+jupyter_core==5.3.1
+keras==2.13.1
+kiwisolver==1.4.4
+lazy_loader==0.3
+libclang==16.0.6
+Markdown==3.4.4
+MarkupSafe==2.1.3
+matplotlib==3.7.2
+matplotlib-inline==0.1.6
+nest-asyncio==1.5.6
+networkx==3.1
+numpy==1.24.3
+oauthlib==3.2.2
+opencv-python==4.8.0.74
+opt-einsum==3.3.0
+packaging==23.1
+pandas==2.0.3
+parso==0.8.3
+pickleshare==0.7.5
+Pillow==10.0.0
+platformdirs==3.9.1
+prompt-toolkit==3.0.39
+protobuf==4.23.4
+psutil==5.9.5
+pure-eval==0.2.2
+pyasn1==0.5.0
+pyasn1-modules==0.3.0
+Pygments==2.15.1
+pyparsing==3.0.9
+python-dateutil==2.8.2
+pytz==2023.3
+PyWavelets==1.4.1
+pywin32==306
+pyzmq==25.1.0
+requests==2.31.0
+requests-oauthlib==1.3.1
+rsa==4.9
+scikit-image==0.21.0
+scipy==1.11.1
+six==1.16.0
+stack-data==0.6.2
+tensorboard==2.13.0
+tensorboard-data-server==0.7.1
+tensorflow==2.13.0
+tensorflow-estimator==2.13.0
+tensorflow-intel==2.13.0
+tensorflow-io-gcs-filesystem==0.31.0
+termcolor==2.3.0
+tifffile==2023.7.18
+tornado==6.3.2
+traitlets==5.9.0
+typing_extensions==4.5.0
+tzdata==2023.3
+urllib3==1.26.16
+wcwidth==0.2.6
+Werkzeug==2.3.6
+wrapt==1.15.0