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

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: 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: learnopencv.com/yolov6-object...
🎵 YOLO Master Class Playlist:
• YOLO Master Class: Mas...
About Us:
🖥️ Our blog - 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.🤖
opencv.org/courses
#️⃣ Social Media #️⃣
📝 Linkedin: / satyamallick
📱 Twitter: / learnopencv
🔊 Facebook: 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

[@LearnOpenCV]

📚 LINK TO BLOGPOST: learnopencv.com/yolov6-object-detection/
▶ LINK TO YOLO MASTERCLASS PLAYLIST: th-cam.com/play/PLfYPZalDvZDLALsG9o-cjwNelh-oW9Xc4.html

[@saikrithik3777]

WAITING FOR yolov7

[@LearnOpenCV]

Hey! We have released a YOLOv7 paper explanation video (th-cam.com/video/zEXiGAPGKFk/w-d-xo.html). You can checkout other videos in our YOLO playlist!

[@QuarktaschemitSenf]

@LearnOpenCV. But yolov7 is also already released. Is v6 now > v7 ? I am confused

[@saikrithik3777]

THEY ARE RELEASED WITH 1 MONTH GAP, YOLOV6 UPDATED THEIR OUTPUT NODES AND RELEASED VERSION 0.2.0 IN WHICH THEY CLAIM TO SURPASS YOLOV7. BOTH ARE DEVELOPED BY DIFFERENT PEOPLE SO, YOLOV7 OR YOLOV6 , DONT MIND THE NAME, COMPARE METRICS, SIMPLE.

[@QuarktaschemitSenf]

@@saikrithik3777 ty

[@LearnOpenCV]

As Sai Krithik pointed out, the updated weights of YOLOv6 surpass YOLOv7.

[@saikrithik3777]

Compare, yolov7 vs yolov6, seems like, yolov6 is claiming it is surpassing yolov7 in their yolov6_version-0.2.0

[@LearnOpenCV]

Exactly! With the updated weights (0.2.0), YOLOv6 surpasses YOLOv7.