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Machine Learning Image Processor App

This Streamlit app allows users to upload multiple images and apply various image processing techniques to them. ML enthusiast can use this to mass process their images

Features

  • Upload multiple images
  • Apply various image processing techniques:
    • Convert to Binary
    • Convert to Grayscale
    • Color Correction
    • Black and White
    • Denoise
    • Erode
    • Dilate
    • Blur
    • Adjust Contrast
    • Adjust Saturation
    • Detect Contours
    • Detect Defects
  • Download processed images
  • Export processing steps as JSON

Installation

  1. Clone this repository: 
    git clone https://github.com/AnandBhasme/MLIP.git
  2. Install the required packages: 
    pip install -r requirements.txt

Usage

Run the Streamlit app:

streamlit run image-processor.py

Contributing

Contributions are welcome! If you find any issues or have suggestions for improvements, please open an issue or submit a pull request.