---
license: mit
title: SmartVision
sdk: streamlit
emoji: 🚀
colorFrom: blue
colorTo: green
pinned: false
---

# 🚀 SmartVision AI

SmartVision AI is a **two-in-one computer vision application**:

1. **🔍 Object Detection (YOLO)**  
   Detect objects in images or live webcam feed using a YOLOv8 model.

2. **🧠 Image Classification (VGG16)**  
   Classify uploaded images into 25 classes with a pre-trained VGG16 model.

---

## 📁 Features

- Upload images (JPG, PNG) for detection or classification.
- Live webcam object detection.
- Confidence scores for classification predictions.
- Lightweight and deployable on Hugging Face Spaces.

---

## ⚡ Deployment Instructions

1. Make sure you have the following files in your repository:
   - `app.py` → Your Streamlit app code
   - `requirements.txt` → All dependencies
   - `.streamlit/secrets.toml` → Hugging Face token (optional for model download)
   - `README.md` → This file

2. Push the repository to Hugging Face Spaces.

3. Ensure your `requirements.txt` includes:

```text
streamlit
torch
torchvision
ultralytics
opencv-python
pillow
numpy
matplotlib
scikit-learn
datasets
tqdm
seaborn
av
streamlit_webrtc
huggingface_hub