README.md

metadata

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.

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📁 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.

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⚡ 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:

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