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How To Prepare Datasets For Training YOLOv5 Object Detection- Official - YOLOV5 Training

LearnOpenCV
59.6K subscribers
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45K views 2 years ago #objectdetection #AI #computervision
Watch this video to learn how to prepare a dataset for training a Custom Object Detector using the official YOLOv5. We discuss the dataset format for YOLOv5 as well as provide tips on how you should prepare a dataset that allows your model to learn efficiently. We also talk about how to perform a train-val-test split and discuss how variance in data is a primary ingredient for learning a robust model. ❓ FAQ How would you prepare a dataset for object detection? How do I train my YOLOv5 with a custom dataset? What is the name of the dataset YOLOv5 model used to detect objects? How many epochs should I train YOLOv5? 📚 Link to the blog post of this video: https://learnopencv.com/custom-object... 🎵 YOLO Master Class Playlist:    • YOLO Master Class: Master The Vision   ⭐️ Time Stamps ⭐️ 0:00-00:20: Introduction 00:20-2:38: How to prepare your data 2:38-6:12: How to create a Dataset 6:12-8:18: Directory Structure 8:18-9:02: Tools required  …...more
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How To Prepare Datasets For Training YOLOv5 Object Detection- Official - YOLOV5 Training
1KLikes
45,701Views
2022May 2
Watch this video to learn how to prepare a dataset for training a Custom Object Detector using the official YOLOv5. We discuss the dataset format for YOLOv5 as well as provide tips on how you should prepare a dataset that allows your model to learn efficiently. We also talk about how to perform a train-val-test split and discuss how variance in data is a primary ingredient for learning a robust model. ❓ FAQ How would you prepare a dataset for object detection? How do I train my YOLOv5 with a custom dataset? What is the name of the dataset YOLOv5 model used to detect objects? How many epochs should I train YOLOv5? 📚 Link to the blog post of this video: https://learnopencv.com/custom-object... 🎵 YOLO Master Class Playlist:    • YOLO Master Class: Master The Vision   ⭐️ Time Stamps ⭐️ 0:00-00:20: Introduction 00:20-2:38: How to prepare your data 2:38-6:12: How to create a Dataset 6:12-8:18: Directory Structure 8:18-9:02: Tools required 🖥️ 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 #TrainValSplit #DataUnderstanding

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LearnOpenCV

59.6K subscribers