🧠 InfinityProcess: Computer Vision GUI

InfinityProcess_Computer_Vision is a Python application that offers a user-friendly graphical interface (GUI) for various computer vision tasks. It simplifies image processing workflows with a rich set of tools and operations.

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✨ Features

• 🖼️ Image Loading and Display

  • Load images from the local file system
  • View image properties

• 🛠️ Basic Image Operations

  • Resize Image
  • Rotate Image
  • Flip Image (horizontal, vertical)

• 🎛️ Filtering Operations

  • Gaussian Blur
  • Median Blur
  • Bilateral Filter
  • 2D Gabor Filter

• 🧩 Edge and Corner Detection

  • Canny Edge Detection
  • Harris Corner Detection
  • Shi-Tomasi Corner Detection

• 🎚️ Thresholding Techniques

  • Thresholding
  • Adaptive Thresholding
  • Otsu Thresholding
  • Gamma Transform

• 🔍 Contour Operations

  • Find Contours
  • Draw Contours

• 📊 Histogram Operations

  • Draw Histogram
  • Equalize Histogram
  • CLAHE (Contrast Limited Adaptive Histogram Equalization)

• 📈 Fourier Transformations

  • DFT (Discrete Fourier Transform)
  • IDFT (Inverse DFT)
  • FFT (Fast Fourier Transform)

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🖼️ Application Screenshots

📌 Main Interface - Main_GUI

This is where the magic begins! A clean and intuitive main window welcomes you to load images, apply operations, and kick off your vision workflows. Select, apply — it's all at your fingertips.

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🧪 Results Panel - Results

Here's where all the magic shows itself! This panel displays the output of each operation you've applied — step by step. Whether it’s a filter, a transformation, or an edge detector, you’ll see exactly what changed and where.

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📂Prepare Dataset - Dataset Preparation Settings

Turn your image dataset folders into a playground! With just a few clicks, you can batch-process your pictures and get them ready for your next big project — fast, easy, and fun!

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💡 Info Window - Info_Window

Curious minds click — and the Info Window appears!
This smart little popup gives you a quick rundown of what each process does. Not sure what that Gabor filter is for? Forget what Gamma Transform does? Don’t worry — Info Window has your back. Think of it as a mini encyclopedia — but way more fun! 😄

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🛠️ Settings Menu - Settings_Menu

This is your control room!
Think of it as your secret lab — this is where you fine-tune the app’s behavior. Need to switch the language? Adjust startup preferences? It’s all here. Simple yet powerful! Tweak a few things and suddenly you’re in full-on Matrix mode. 😎 Oh, and don’t worry — your genius tweaks are saved, like digital breadcrumbs leading back to your personal utopia. 🧠💾

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🧩 Requirements

• Python 3.10 or higher
  ✅ Tested on Python 3.12.10

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🛠️ Installation

🔧 Manual Installation

# 1. Clone the repository
git clone https://github.com/username/InfinityProcess_Computer_Vision.git

# 2. Navigate into the directory
cd InfinityProcess_Computer_Vision

# 3. Install dependencies
pip install -r requirements.txt

# 4. Run the application
python main.py

📦 Using the Pre-built Version

1. Download InfinityProcess.zip from the Releases section.
2. Extract the folder.
3. Run InfinityProcess.exe to start using it immediately — no installation needed!

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⚠️ About SmartScreen Warning

This application is open source and distributed individually. Windows SmartScreen may show a warning because it does not automatically recognize unsigned new applications.

Solution: If you see a warning when opening the app:

1. Click on More info on the "Your PC is protected" screen.
2. Then select Run anyway.

This warning will temporarily appear until the application becomes recognized as trusted.

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📊 Usage

• Load Image: Click the Load Image button to select an image.
• Add Process: Click the Create New Process button to add a process frame and choose a process.
• Apply Processes: Click the Apply button to apply selected operations.
• View Results: View all image transformations step-by-step within the GUI.

📋 License

• This project is licensed under the Apache License 2.0.