SGDNet Gradio Interface

Setup Instructions

Prerequisites

Installation

1. Clone the repository: Ensure you have git installed and then clone the repository containing the SGDNet model and the Gradio interface code.
   bash

   1git clone https://huggingface.co/your_username/SGDNet-gradio 2cd SGDNet-gradio
2. Install the required packages: Use pip to install the required Python packages from the requirements.txt file.
   pip install -r requirements.txt

Running the Interface

1. Start the Gradio app: Run the Gradio interface using the command below. This command executes the Python script that launches the Gradio interface.
   python gradio_app.py
2. Access the Interface: Open your web browser and navigate to the URL provided in the command line output (typically http://127.0.0.1:7860). This URL hosts your interactive Gradio interface.

How to Use the Interface

• Upload Image: Click on the upload area or drag and drop an image file to upload a satellite image of a glacier.
• Submit Image: After uploading the image, click the "Predict" button to process the image through the SGDNet model.
• View Results: The interface will display the original image alongside the glacier boundary predictions, allowing you to compare and analyze the results.

Features

• Interactive Uploads: Users can easily upload images through a simple web interface.
• Real-time Predictions: The model processes images and provides predictions in real-time.
• Visual Comparisons: Directly compare the uploaded images with their prediction outputs.

Further Help

If you encounter any issues or have questions about using the interface, please refer to the documentation on Hugging Face or submit an issue in the repository.