gradio demo added

README.md

@@ -11,3 +11,56 @@ license: mit
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 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+
+# Sketch NN: Neural Network Designer
+
+<div align="center">
+  <img src="path_to_your_logo.png" alt="Sketch NN Logo" width="200"/>
+  <h3>Design Neural Networks with a Simple Sketch</h3>
+</div>
+
+Sketch NN is a powerful tool that allows you to design and generate PyTorch neural network code from simple flowchart sketches. With Sketch NN, you can quickly prototype complex neural architectures without writing a single line of code!
+
+## 🌟 Features
+
+- 📸 Upload or capture flowchart images
+- 🧠 Supports a wide range of neural network layers
+- 🔧 Generates ready-to-use PyTorch code
+- 🖥️ User-friendly Gradio web interface
+- 🚀 FastAPI backend for scalable deployment
+
+## 🛠️ Supported Layers
+
+- Convolutional (Conv2D)
+- Pooling (MaxPool2D, AvgPool2D)
+- Fully Connected (Linear)
+- Batch Normalization
+- Dropout
+- Activation Functions (ReLU, LeakyReLU, Sigmoid, Tanh)
+- Recurrent (LSTM, GRU)
+- Transformer
+- Multi-head Attention
+
+## 🖼️ How It Works
+
+[Insert a diagram or flowchart here showing the process from sketch to code]
+
+1. Sketch your neural network architecture
+2. Upload or capture the image
+3. Sketch NN processes the image and extracts layer information
+4. PyTorch code is generated based on the extracted information
+5. Download and use the generated code in your project
+
+## 🚀 Getting Started
+
+### Prerequisites
+
+- Python 3.7+
+- PyTorch
+- OpenCV
+- Tesseract OCR
+
+### Installation
+
+```bash
+pip install sketch-nn