Dive into a comprehensive tutorial series on YOLOv4 object detection using OpenCV and Python for computer vision applications. Learn about the latest advancements in YOLO technology, including improved speed and performance compared to previous versions. Explore the paper "YOLOv4: Optimal Speed and Accuracy of Object Detection" and understand its key concepts without excessive technical jargon. Discover how YOLOv4 works, its development process, approaches used, and performance comparisons with other object detection models. Follow step-by-step tutorials covering installation, running YOLOv4 on images and videos, and implementing it for webcam applications. Gain practical experience with real-world projects such as social distancing monitoring, object tracking with DeepSORT, face recognition attendance systems, and car counting applications. Investigate controversies surrounding YOLOv5 and explore specialized object detection tasks like face mask detection and chess piece recognition. Benefit from insights shared in an interview with OpenCV CEO Satya Mallick and test your skills with unique applications like a Bernie Sanders detector and Cyberpunk 2077 glitch detection.
Overview
Syllabus
YOLOv4 Object Detection 30 FPS in 7 Minutes | OpenCV Python | Computer Vision (2021).
YOLOv4 Object Detection Course | OpenCV Python | Computer Vision |2021.
Yolov4 Object Detection - How it Works & Why it's So Amazing! | OpenCV Python | Computer Vision.
YOLOv4 Tutorial #1 - Installation in 10 Steps | OpenCV Python | Computer Vision 2020.
YOLOv4 Tutorial #2 - How to Run YOLOv4 on Images and video | OpenCV Python | Computer Vision |2020.
YOLOv4 Tutorial #3 - YOLOv4 on Webcam & | OpenCV Python | Computer Vision |2020.
Social Distancing Monitoring App using YOLOv4 | OpenCV Python | Computer Vision |2021.
YOLOv4 with DeepSORT Object Tracking DEMO| OpenCV Python | Computer Vision |2020.
DeepSORT - DEEP LEARNING applied to OBJECT TRACKING | OpenCV Python | Computer Vision |2021.
Face Recognition Attendance GUI PyQt - 1 Hour Course | OpenCV Python | Computer Vision |2021.
Car Counting DEMO app using YOLO v4 | OpenCV Python | Computer Vision |2020.
YOLOv4 PRO Trailer - YOLOv4 Course Coming Soon.
Easy Object Detection on Samsung Note 20 Ultra | OpenCV Python | Computer Vision |2021.
I created a Bernie Sanders Detector using YOLOv4 | OpenCV Python | Computer Vision (2021).
YOLOv5 Controversy — Is YOLOv5 Real? | Computer Vision | OpenCV.
Face Mask Detection with YOLOv4 DEMO.
Chess Pieces Object Detection in 15 Minutes | Queens Gambit | OpenCV Python | Computer Vision |2021.
Satya Mallick OpenCV CEO Interview.
Cyberpunk 2077 Glitch | YoloV4 Object Detection Test | OpenCV Python | Computer Vision (2021).
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