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YOLOv6 Object Detection Explained: Paper Explanation and Inference - A Comprehensive Guide

LearnOpenCV
59.5K subscribers
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7.8K views 2 years ago #objectdetection #AI #computervision
YOLOv6 is an anchor-free real-time object detection model aimed at industrial applications. Learn about the working of YOLOv6 architecture, its results on the COCO dataset, and how it performs when running inference on videos. In this video, you will get answers to the following questions ✅What is YOLOv6? ✅What is YOLOv6 architecture? ✅What is single-stage object detection? ✅What's New in YOLOv6? ✅yolov5 vs yolov6? ☢️ GitHub Code Link: https://github.com/meituan/YOLOv6 ⭐️ Time Stamps:⭐️ 0:00-00:14: Introduction 00:14-01:17: YOLOv6 Architecture 01:17-02:25: YOLOv6 Loss Functions 02:25-02:32: YOLOv6 Model 02:32-02:47: YOLOv6 Inference on Video 02:47-03:26: YOLOv6 Performance 03:26-04:55: YOLOv6 Inference Results If you still need help, then learn more about YOLOV6 here: 📚 Blog post link: https://learnopencv.com/yolov6-object... 🎵 YOLO Master Class Playlist:    • YOLO Master Class: Master The Vision   About Us: 🖥️ Our blog - https://lear …...more
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YOLOv6 Object Detection Explained: Paper Explanation and Inference - A Comprehensive Guide
146Likes
7,830Views
2022Oct 13
YOLOv6 is an anchor-free real-time object detection model aimed at industrial applications. Learn about the working of YOLOv6 architecture, its results on the COCO dataset, and how it performs when running inference on videos. In this video, you will get answers to the following questions ✅What is YOLOv6? ✅What is YOLOv6 architecture? ✅What is single-stage object detection? ✅What's New in YOLOv6? ✅yolov5 vs yolov6? ☢️ GitHub Code Link: https://github.com/meituan/YOLOv6 ⭐️ Time Stamps:⭐️ 0:00-00:14: Introduction 00:14-01:17: YOLOv6 Architecture 01:17-02:25: YOLOv6 Loss Functions 02:25-02:32: YOLOv6 Model 02:32-02:47: YOLOv6 Inference on Video 02:47-03:26: YOLOv6 Performance 03:26-04:55: YOLOv6 Inference Results If you still need help, then learn more about YOLOV6 here: 📚 Blog post link: https://learnopencv.com/yolov6-object... 🎵 YOLO Master Class Playlist:    • YOLO Master Class: Master The Vision   About Us: 🖥️ Our blog - https://learnopencv.com we also share tutorials and code on topics like Image Processing, Image Classification, Object Detection, Face Detection, Face Recognition, YOLO, Segmentation, Pose Estimation, and many more using OpenCV(Python/C++), PyTorch, and TensorFlow. 🤖 Learn from the experts on AI: Computer Vision and AI Courses YOU have an opportunity to join the over 5300+ (and counting) researchers, engineers, and students that have benefited from these courses and take your knowledge of computer vision, AI, and deep learning to the next level.🤖 https://opencv.org/courses #️⃣ Social Media #️⃣ 📝 Linkedin:   / satyamallick   📱 Twitter:   / learnopencv   🔊 Facebook: https://www.facebook.com/profile.php?... 📸 Instagram:   / learnopencv   🔗 Reddit:   / spmallick   Have other questions not covered in this video? Let us know in the comments section below! 🔖Hashtags🔖 #AI #Yolov6 #Yolov5 #machinelearning #objectdetection #deeplearning #computervision

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LearnOpenCV

59.5K subscribers