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Official Yolov7 Paper Explanation and Inference - Real-Time Object Detection At Its Zenith

LearnOpenCV
59.5K subscribers
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13K views 2 years ago #objectdetection #pose #AI
YOLOv7 surpasses all known Object Detectors in both speed and accuracy. The official YOLOv7 is the new state-of-the-art Object Detector in the YOLO family. It established a significant benchmark by taking its performance up a notch. YOLOv7 comes equipped with a new backbone and label assignment strategy, which improves performance to a good extent. This video showcases a simplified YOLOv7 paper explanation and inference tests. We will also see how YOLOv7 compares with other object detectors of the YOLO family. Topics covered are: ✅YOLOv7 architecture, What’s new? ✅Object Detection using YOLOv7 ✅YOLOv7 models and comparative analysis ✅YOLOv7 Pose: Human Pose Estimation ✅Comparison between YOLOv5Nno, YOLOv6Nano, YOLOv6Tiny, and YOLOv7Tiny If you still need help then learn more about YOLOV7 here: 📚 Blog post Link: https://learnopencv.com/yolov7-object... ❓FAQ What is Yolov7? What is new in YOLOv7? Is YOLOv7 better than YOLOv5? How do you tra …...more
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Official Yolov7 Paper Explanation and Inference - Real-Time Object Detection At Its Zenith
151Likes
13,846Views
2022Oct 20
YOLOv7 surpasses all known Object Detectors in both speed and accuracy. The official YOLOv7 is the new state-of-the-art Object Detector in the YOLO family. It established a significant benchmark by taking its performance up a notch. YOLOv7 comes equipped with a new backbone and label assignment strategy, which improves performance to a good extent. This video showcases a simplified YOLOv7 paper explanation and inference tests. We will also see how YOLOv7 compares with other object detectors of the YOLO family. Topics covered are: ✅YOLOv7 architecture, What’s new? ✅Object Detection using YOLOv7 ✅YOLOv7 models and comparative analysis ✅YOLOv7 Pose: Human Pose Estimation ✅Comparison between YOLOv5Nno, YOLOv6Nano, YOLOv6Tiny, and YOLOv7Tiny If you still need help then learn more about YOLOV7 here: 📚 Blog post Link: https://learnopencv.com/yolov7-object... ❓FAQ What is Yolov7? What is new in YOLOv7? Is YOLOv7 better than YOLOv5? How do you train YOLOv7 on a custom dataset? What is the backbone and network architecture of YOLOv7? What kind of performance does YOLOv7 give compared to other YOLO models? What kind of inference results and FPS we can expect from YOLOv7? What is the best object detection? How do I train my YOLOv7 model? ⭐️ Time Stamps:⭐️ 0:00-00:13: Introduction 00:13-00:25: Additions to YOLOv7 00:25-00:44: Architectural Reforms - E-ELAN 00:44-01:23: Model Scaling 01:23-01:42: Reparameterization 01:42-02:36: Deep Supervision Label Assignment 02:36-04:55: YOLOv7 Inference Results 🎵 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:   / satyamall.  . 📱 Twitter:   / learnopencv   🔊 Facebook: https://www.facebook.com/profile.php?... 📸 Instagram:   / learnopencv   🔗 Reddit:   / spmallick   Do you have any questions, tips, or ideas about YOLOV7? Have other questions not covered in this video? Let us know in the comments section below! 🔖Hashtags🔖 #AI #machinelearning #objectdetection #deeplearning #computervision #objecttracking #Yolov7 #yolov7paper #yolov6 #yolov7pose #pose #poseestimation #learnopencv

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LearnOpenCV

59.5K subscribers
YOLO Master Class: Master The Vision
by LearnOpenCV