metadata

title: ImageLab Pro
emoji: 🖼️
colorFrom: blue
colorTo: indigo
sdk: streamlit
sdk_version: 1.32.0
app_file: app.py
pinned: false

ImageLab Pro: Advanced Image Processing Laboratory

This Streamlit application provides a comprehensive suite of image processing tools and filters. Users can upload images and apply various transformations and effects in real-time.

Features

Basic image operations (resize, rotate, flip)
Color space transformations
Various image filters
Edge detection
Morphological operations
Histogram analysis
Special effects

Check out the app at Hugging Face Spaces

How to Use

Upload an image using the file uploader
Select the desired processing operation from the sidebar
Adjust parameters as needed
View the results in real-time
Download processed images if desired

Key Features

🖼️ Basic Operations

Resizing and rotation
Brightness and contrast adjustments
Color quantization
Geometric transformations

🎨 Advanced Processing

Smoothing and enhancement filters
Color space conversions
Thresholding techniques
Morphological operations

🔍 Image Analysis

Edge detection
Feature detection
Histogram analysis
Adaptive equalization

🎭 Artistic Effects

Pencil sketch effect
Cartoon style
HDR effect
Custom filters

Installation

Clone the repository:

git clone [repository-url]
cd [repository-name]

Create a virtual environment:

python -m venv venv

Activate the virtual environment:

Windows:

.\venv\Scripts\activate

Linux/Mac:

source venv/bin/activate

Install the required packages:

pip install -r requirements.txt

Run the application:

streamlit run app.py

Usage

Launch the application using the command above
Upload an image using the file uploader in the sidebar
Select the desired processing operation from the available options
Adjust the parameters as needed
Download the processed image if desired

Requirements

See requirements.txt for a complete list of dependencies.

License

This project is licensed under the MIT License - see the LICENSE file for details.