Update README.md

README.md

@@ -1,97 +1,51 @@
+---
+title: Satellite Classification Dashboard
+emoji: "🛰️"
+colorFrom: blue
+colorTo: purple
+sdk: gradio
+sdk_version: "5.0.2"
+app_file: app.py
+pinned: false
+---
 
-title: Satellite Classification Dashboardemoji: 🛰️colorFrom: bluecolorTo: purplesdk: gradiosdk_version: "5.0.2"app_file: app.pypinned: false
-Satellite Classification Dashboard
-A Gradio-based application for classifying satellite images using pre-trained deep learning models. Upload a PNG, JPG, or JPEG image, select one or more models (Custom CNN, MobileNetV2, EfficientNetB0, DenseNet121), and view predictions with confidence scores and visualizations.
-Quick Start
-
-Live Demo: Visit https://huggingface.co/spaces/your-username/Satellite-Classification-Gradio.
-Local Setup:git clone https://huggingface.co/spaces/your-username/Satellite-Classification-Gradio
-cd Satellite-Classification-Gradio
-python -m venv venv
-source venv/bin/activate  # On Windows: venv\Scripts\activate
-pip install -r requirements.txt
-python app.py
-
-Open http://localhost:7860.
-
-Dependencies
-Listed in requirements.txt:
-
-gradio==5.0.2
-tensorflow-cpu==2.15.0
-h5py==3.10.0
-numpy==1.26.4
-pandas==2.2.2
-plotly==5.22.0
-Pillow==10.4.0
-requests==2.32.3
-protobuf==3.20.3
-
-Troubleshooting
-Missing configuration in README
-
-Cause: The README.md lacks proper YAML front matter or is not detected.
-Fix:
-Save this README.md as README.md (case-sensitive) in the repository root.
-Ensure YAML syntax is correct (2-space indentation, quoted sdk_version).
-Push to repository:git add README.md
-git commit -m "Fix YAML front matter in README.md"
-git push
-
-
-Restart the Space in the Settings tab.
-If the error persists, create a new Space to avoid caching issues.
-
+# 🛰️ Satellite Classification Dashboard
 
+A Gradio-based application for classifying satellite images using pre-trained deep learning models.
 
-Error loading <model>: Unable to load model. Filepath is not an hdf5 file (or h5py is not available) or SavedModel
+---
 
-Cause: The model file is invalid, or h5py is missing.
-Fix:
-Ensure requirements.txt includes h5py==3.10.0.
-Verify the model URL (e.g., https://huggingface.co/Bhavi23/Custom_CNN/resolve/main/best_multimodal_model.keras):curl -I https://huggingface.co/Bhavi23/Custom_CNN/resolve/main/best_multimodal_model.keras
+## 🔍 Features
 
+- Upload a PNG, JPG, or JPEG satellite image.
+- Choose from 4 pretrained models:
+  - ✅ Custom CNN  
+  - ✅ MobileNetV2  
+  - ✅ EfficientNetB0  
+  - ✅ DenseNet121
+- Get predictions with confidence scores.
+- View visualizations of model outputs.
 
-Test the model file locally:wget https://huggingface.co/Bhavi23/Custom_CNN/resolve/main/best_multimodal_model.keras
-python -c "import tensorflow as tf; model = tf.keras.models.load_model('best_multimodal_model.keras')"
+---
 
+## 🚀 Live Demo
 
-If invalid, check the Hugging Face repository or contact the model owner.
-Alternatively, include model files in the repository:mkdir models
-mv best_multimodal_model.keras models/
-git add models/best_multimodal_model.keras
-git commit -m "Add Custom CNN model file"
-git push
-
-
-Use a Dockerfile for consistency:FROM python:3.9-slim
-WORKDIR /app
-COPY requirements.txt .
-RUN pip install --no-cache-dir -r requirements.txt
-COPY . .
-EXPOSE 7860
-CMD ["python", "app.py"]
-
+👉 [Launch the App](https://huggingface.co/spaces/your-username/Satellite-Classification-Gradio)
 
+---
 
+## 🛠️ Local Setup
 
+```bash
+git clone https://huggingface.co/spaces/your-username/Satellite-Classification-Gradio
+cd Satellite-Classification-Gradio
 
-ModuleNotFoundError: No module named 'tensorflow'
+# Set up a virtual environment
+python -m venv venv
+source venv/bin/activate  # On Windows: venv\Scripts\activate
 
-Cause: TensorFlow failed to install.
-Fix:
-Verify requirements.txt includes tensorflow-cpu==2.15.0.
-Check build logs in the Space’s Settings tab.
-Test locally:python -m venv venv
-source venv/bin/activate
+# Install dependencies
 pip install -r requirements.txt
-python app.py
 
-
-
-
-
-Support
-
-Issues: Hugging Face Discussions
-Email: bhavithrass@gmail.com
+# Run the app
+python app.py