Automated Batch Image Compression with Python
A Python script that automatically compresses PNG images by gradually reducing quality and color depth until a target file size is reached, using PIL (Python Imaging Library).
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Visualizing and Analyzing Windows Folder Permissions
A comprehensive guide to exporting and visualizing Windows folder permissions using PowerShell and Python, including treemap visualizations of user access rights.
Window Monitoring with Machine Vision
A guide to setting up a window monitoring system using the Moondream2 machine vision model for real-time window content analysis.
Local AI API: Image-to-Text, Text-to-Speech, and LLM APIs
A practical collection of Python Flask API implementations for running various AI models locally, including image-to-text using Moondream, text-to-speech with Coqui TTS, and text generation via local LLMs with OpenAI-compatible interfaces.
Visualizing Directory Structures with PyVis
A guide to visualizing Windows directory structures using Python and pyvis for interactive network graphs.
Graphing a LAN with PyVis
A guide to visualizing Local Area Network (LAN) topologies using Python and pyvis for interactive network graphs.
Generating Knowledge Graphs with LLMs and PyVis
An experimental approach to extracting structured knowledge graphs from literary text using Mistral-7B LLM, demonstrated with the opening passage of The Hobbit and visualized as connected node-edge relationships.
Setting Up a Local Large Language Model (LLM) Environment
A guide to setting up a local large language model (LLM) environment for TheraFit, a project focused on matching clients with therapists.
Python NetworkX Library for Network Graph Visualization
A comprehensive guide to creating visually appealing network graphs with Python’s networkx library, including node positioning, custom coloring, edge labeling, and group visualization with ellipses.
QR Code Generator with Python
A Python script using the qrcode library to generate customizable QR codes with error correction, including options for masking specific areas of the code.
Deforum Cheat Sheet
This is a cheat sheet of animations showing what the various 3D translation and rotation settings do in Deforum Stable Diffusion.
3D Photo Inpainting with Python and PyTorch
A comprehensive guide to setting up and using 3D Photo Inpainting on Windows, including Miniconda environment setup, dependency installation, and usage instructions.
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