Flatline Robotics
Object Detection
with YOLO
Real-time detection at 30+ FPS. See everything, instantly.
⏱ 4 Weeks · 2 Hrs/Wk
🎁 Keep Your Code!
What You'll Build
  • Set up YOLO (You Only Look Once) framework
  • Run pre-trained models on live camera feeds
  • Detect and label 80+ object classes in real time
  • Customize detection confidence thresholds
  • Create bounding box visualizations
  • Build a real-time detection dashboard
Week by Week
1
YOLO Fundamentals
Understand the YOLO architecture. Install and run your first pre-trained model on images.
2
Real-Time Video Detection
Process live webcam feeds. Optimize for frame rate. Display detection results with confidence scores.
3
Advanced Features
Filter by object class. Adjust thresholds. Create custom visualizations and overlays.
4
Final Project
Build a complete detection application with a dashboard interface. Demo your system.
Take Home Your Detection System
A fully functional YOLO-based object detection system with real-time video processing, customizable settings, and a complete dashboard — ready for any computer vision project.
Skills You'll Gain
YOLO Framework Object Detection Deep Learning Real-Time Processing Computer Vision Python OpenCV
Good to Know
  • Python experience required
  • Laptop with webcam needed
  • GPU acceleration helpful
  • All models provided
Detect the world in real time. Build cutting-edge computer vision systems.
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