© Rakhesh Krishna P. All rights reserved.
This project should not be forked, distributed, or modified without prior permission.
- Vision X is a real-time object detection and tracking application using YOLOv8 for efficient and accurate object detection.
- Built with Streamlit for an interactive web interface.
- Supports both webcam input and video file uploads for object tracking.
Vision-X.mp4
- 🖥️ Live object detection from webcam feed
- 🎞️ Object detection on uploaded video files
- 🎯 Customizable confidence threshold for precision
- 🧑🤝🧑 Multi-class object selection
- ⚡ GPU acceleration support (if available)
- 📊 Real-time performance metrics (FPS, tracked objects, detected classes)
- 🐍 Programming Language: Python
- 🌐 Web Framework: Streamlit
- 👁️ Computer Vision Library: OpenCV
- 🔥 Deep Learning Framework: PyTorch
- 🦾 Object Detection Model: Ultralytics YOLOv8
- 🚀 GPU Acceleration: CUDA (if available)
- 📟 Data Processing: NumPy
