https://github.com/devcom33/advanced-image-editor-using-python
https://github.com/devcom33/advanced-image-editor-using-python
image-editing-app image-processing python-projects python3 qt-python qt5
Last synced: 2 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/devcom33/advanced-image-editor-using-python
- Owner: devcom33
- Created: 2024-07-21T17:36:51.000Z (10 months ago)
- Default Branch: master
- Last Pushed: 2024-07-21T18:13:46.000Z (10 months ago)
- Last Synced: 2025-01-30T15:32:28.012Z (4 months ago)
- Topics: image-editing-app, image-processing, python-projects, python3, qt-python, qt5
- Language: Python
- Homepage:
- Size: 1.01 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Advanced Image Editor Using Python
## Description
This Advanced Image Editor is a simple yet powerful tool built using Python, OpenCV, and NumPy. It allows users to apply various filters and image processing techniques to their images through a graphical user interface. The application is designed for both educational purposes and practical use cases, providing a clear demonstration of basic image processing operations.
## Features
- **Gaussian Filter**: Smoothens the image using a Gaussian kernel.
- **High Pass Filter**: Enhances the edges in the image.
- **Histogram Equalization**: Improves the contrast of the image.
- **Contour Detection**: Detects and draws contours in the image.
- **Gaussian Noise Addition**: Adds Gaussian noise to the image.
- **Mean Filter**: Applies a mean filter to the image.
- **Low Pass Filter**: Smoothens the image using a low pass filter.
- **Min-Max Smoothing**: Applies min-max smoothing to the image.
- **Median Filter**: Applies a median filter to the image.
- **Hybrid Median Filter**: Applies a hybrid median filter to the image.
- **Morphological Operations**: Performs dilate, erode, open, and close operations on the image.
## Requirements
- Python 3.x
- OpenCV
- NumPy
- SciPy
- PyQt5
## Installation
1. **Clone the repository:**
```bash
git clone https://github.com/devcom33/Advanced-Image-Editor-Using-Python.git
cd Advanced-Image-Editor-Using-Python
```
2. **Create and activate a virtual environment (optional but recommended):**
```bash
python -m venv venv
source venv/bin/activate # On Windows, use `venv\Scripts\activate`
```
3. **Install the required packages:**
```bash
pip install -r requirements.txt
```
## Usage
1. **Run the GUI application:**
```bash
python ui_app.py
```
2. **Load an image:**
- Click on `Open Image` and select the image you want to edit.
3. **Apply filters:**
- Use the toolbar and menu options to apply various edits and effects to your image.
4. **Save the image:**
- Click on `Save Image` to save your edited image.
## Directory Structure
```
Advanced-Image-Editor-Using-Python/
├── README.md
├── requirements.txt
├── filter_image.py
├── ui_app.py
```
## Screenshots
Here are some screenshots of the application in action:
### Main Interface
### Applying a Filter
