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This beginner course demonstrates how to use YOLOv5, PyTorch, and OpenCV to detect objects in images, videos, and webcam streams. It builds and tests a custom model for real-time drowsiness detection using labeled images.
Syllabus
- Start
- Introduction
- Gameplan
- How it Works
- Tutorial Start
- 1. Install and Import Dependencies
- 2. Load Model
- 3. Make Detections using Images
- 4. Real Time Detections and Object Detection using Videos
- 5. Train a Custom YOLO Model
- 6. Detecting Drowsiness
- Ending
Taught by
Nicholas Renotte