by admin | Dec 16, 2025 | Tutorials and Resources
Quick Summary In this guide, you’ll learn:✔️ How real-time object detection works✔️ How to use YOLOv4-Tiny and YOLOv8 for fast inference✔️ How to build Algerian-specific datasets✔️ How to run real-time detection with a simple laptop and webcam✔️ How to optimize FPS...
by admin | Dec 11, 2025 | Artificial Intelligence, Tutorials and Resources
YOLOv4-Tiny vs YOLOv8 opens the most practical question in real-time CV today: which model gives you the best trade-off between speed and accuracy? YOLO still rules many production vision systems. Small teams and students need models that run on constrained...
by admin | Aug 19, 2024 | Case Studies
Introduction Real-time object detection is crucial for various applications, including surveillance, autonomous driving, and interactive systems. This case study explores the implementation of the model YOLOv4-Tiny with OpenCV for real-time object detection via...
