Image Processing CLI Tool

This tool processes images from a specified directory or file using a local API for image analysis. It allows users to provide custom prompts and select vision-capable models for generating image descriptions.

Features

• Encodes and processes images using a local API.
• Supports various image formats (e.g., JPG, PNG, BMP, TIFF, HEIC).
• Generates image descriptions using user-defined or default prompts.
• Logs detailed progress with categorized feedback.
• Saves results to timestamped output files.

CLI Showcase

Installation

1. Clone the repository:

git clone https://github.com/tristan-mcinnis/Ollama-Image-Processing-CLI-Tool.git
cd Ollama-Image-Processing-CLI-Tool

2. Install the required dependencies:

pip install -r requirements.txt

3. Ensure your local API server is running at http://localhost:11434.

Usage

Run the script:

python main.py

Configuration

1. The default directory for images is ./data. Create this directory and add your images before running the script.

2. Select a vision-capable model and customize the prompt during runtime.

Supported Models

Ensure you have a vision-capable model like llava:latest installed on your local server.

Output

Processed results are saved in the ./outputs directory with timestamped filenames.

Requirements

• Python 3.8+
• Local API server running at http://localhost:11434

License

MIT License