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Yolov5 Tutorial - What is YOLOv5 Object Detector (Real-Time Object Detection)

LearnOpenCV
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21K views 2 years ago #objectdetection #AI #computervision
YOLOv5 Object Detector is a Real-Time Object Detector and is a PyTorch implementation of YOLO SSD known for its blazingly fast speed and good Accuracy. YOLO is a Single Stage Detector that processes the input image only once to detect an object. It is different from Two-Stage Detectors like Faster RCNN. YOLOv1-v4 is implemented on DarkNet, whereas YOLOv5 is built on top of PyTorch implementation of YOLOv3. It has 5 different Models YOLOv5n, YOLOv5s, YOLOv5m, YOLOv5l, and YOLOv5x. Each model is different in size and has a different use case. To know more about each model. In this Yolov5 Tutorial, we explain ways to export YOLOv5 that allow you to easily use it. We have also discussed the Logging and Visualization method that helps us to keep track of its Training process. ❓FAQ How do you use YOLOv5 for object detection? Does YOLOv5 use CNN? Can YOLOv5 detect small objects? Is YOLOv5 better than YOLOv4? 📚 Read about this in detail in our bl …...more
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Yolov5 Tutorial - What is YOLOv5 Object Detector (Real-Time Object Detection)
290Likes
21,029Views
2022Apr 25
YOLOv5 Object Detector is a Real-Time Object Detector and is a PyTorch implementation of YOLO SSD known for its blazingly fast speed and good Accuracy. YOLO is a Single Stage Detector that processes the input image only once to detect an object. It is different from Two-Stage Detectors like Faster RCNN. YOLOv1-v4 is implemented on DarkNet, whereas YOLOv5 is built on top of PyTorch implementation of YOLOv3. It has 5 different Models YOLOv5n, YOLOv5s, YOLOv5m, YOLOv5l, and YOLOv5x. Each model is different in size and has a different use case. To know more about each model. In this Yolov5 Tutorial, we explain ways to export YOLOv5 that allow you to easily use it. We have also discussed the Logging and Visualization method that helps us to keep track of its Training process. ❓FAQ How do you use YOLOv5 for object detection? Does YOLOv5 use CNN? Can YOLOv5 detect small objects? Is YOLOv5 better than YOLOv4? 📚 Read about this in detail in our blog post here: https://learnopencv.com/custom-object... 🎵 YOLO Master Class Playlist:    • YOLO Master Class: Master The Vision   ⭐️Time Stamps ⭐️ 0:00-01:09: Introduction 01:09-3:09: Different Models of YOLOv5 3:09-4:00: Different Export options of YOLOv5 4:00-4:47: Logging and Visualization Tools 4:47-5:16: Summary 🖥️ On 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   🔖Hashtags🔖 #AI #Yolov5 #machinelearning #objectdetection #deeplearning #computervision #Dataset #DataPreparation #DeepLearningTips #DataUnderstanding #datasets #yolov5tutorial #tutorial

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LearnOpenCV

59.5K subscribers