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A lightweight Gradio-based application to browse a directory of images, draw binary scribble masks over them, and save those masks for later use (e.g., segmentation, annotation).

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drgHannah/image-scribble-editor

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Image Scribble Editor

A lightweight Gradio-based application to browse a directory of images, draw binary scribble masks over them, and save those masks for later use (e.g., segmentation, annotation).

🚀 Getting Started

  1. Clone this repository

    git clone https://github.com/yourusername/image-scribble-editor.git
    cd image-scribble-editor
  2. Install dependencies in an environment

    python3 -m venv venv
    source venv/bin/activate
    pip install -r requirements.txt

    Requires: gradio, Pillow, numpy

✏️ Usage

  1. Prepare your images

    Place all your source images in [path_to_dataset]/images/. Example:

    [path_to_dataset]/images/cat1.jpg
    [path_to_dataset]/images/dog2.png
    
  2. Run the editor

    python main.py --datapath [path_to_dataset]
    • --datapath points to the folder containing the two subfolders images/ and alpha/.
    • If alpha/ does not exist, it will be created automatically.
  3. Draw and save

    • Use the left‐right arrows to navigate between images.
    • Draw scribbles in the left “Draw Scribbles” panel.
    • Click Save Scribbles to export a mask (alpha/imagename.png) and update the overlay on the right.

Directory Structure

dataset-root/
├── images/    # Put your source images here (png/jpg/jpeg/bmp)
└── alpha/     # Mask output directory (created automatically)

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A lightweight Gradio-based application to browse a directory of images, draw binary scribble masks over them, and save those masks for later use (e.g., segmentation, annotation).

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