Updated README

README.md

@@ -1,13 +1,74 @@
+---
+language: en
+tags:
+- tensorflow
+- gradio
+- image-processing
+- glaciers
+license: apache-2.0
+datasets:
+- custom
+metrics:
+- accuracy
+widget:
+- text: "Upload an image of a glacier to predict boundaries."
+---
+
+Here's a complete and enhanced version of your Gradio interface documentation for the SGDNet model. This documentation can be part of your model card on Hugging Face or included as a `README.md` in your project repository. It provides clear instructions on setup, usage, and how to interact with the model through Gradio.
+
+---
+
 # SGDNet Gradio Interface
 
-This is a Gradio interface for the SGDNet model, which extracts glacier boundaries from multisource remote sensing data.
+This is a Gradio interface for the SGDNet model, designed to extract glacier boundaries from multisource remote sensing data. The interface provides a user-friendly method to upload satellite images and visualize the predicted glacier boundaries.
+
+## Setup Instructions
+
+Follow these steps to get the Gradio interface up and running on your local machine:
+
+### Prerequisites
+
+Ensure you have Python installed on your system. The interface is built using Gradio, and the model is implemented in TensorFlow.
+
+### 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
+   git clone https://huggingface.co/your_username/SGDNet-gradio
+   cd SGDNet-gradio
+   ```
+
+2. **Install the required packages:**
+   Use pip to install the required Python packages from the `requirements.txt` file.
+   ```bash
+   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.
+   ```bash
+   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.
 
-## Setup
+## Features
 
-1. Install the required packages:
-pip install -r requirements.txt
+- **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.
 
-2. Run the Gradio app:
-python gradio_app.py
+## Further Help
 
-3. Open your browser to the provided local URL to interact with the interface.
+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.
+---